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ORCIDBibTeX records: Jayashree Kalpathy-Cramer
@article{DBLP:journals/tmi/DengGZCHPKC23,
author = {Bin Deng and
Hanxue Gu and
Hongmin Zhu and
Ken Chang and
Katharina Viktoria Hoebel and
Jay B. Patel and
Jayashree Kalpathy{-}Cramer and
Stefan A. Carp},
title = {FDU-Net: Deep Learning-Based Three-Dimensional Diffuse Optical Image
Reconstruction},
journal = {{IEEE} Trans. Medical Imaging},
volume = {42},
number = {8},
pages = {2439--2450},
year = {2023},
url = {https://doi.org/10.1109/TMI.2023.3252576},
doi = {10.1109/TMI.2023.3252576},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/DengGZCHPKC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/ShenoudaKFKGA23,
author = {Mena Shenouda and
Aditi Kaveti and
Isabella Flerlage and
Jayashree Kalpathy{-}Cramer and
Maryellen L. Giger and
Samuel G. Armato III},
editor = {Khan M. Iftekharuddin and
Weijie Chen},
title = {Assessing robustness of a deep-learning model for {COVID-19} classification
on chest radiographs},
booktitle = {Medical Imaging 2023: Computer-Aided Diagnosis, San Diego, CA, USA,
February 19-23, 2023},
series = {{SPIE} Proceedings},
volume = {12465},
publisher = {{SPIE}},
year = {2023},
url = {https://doi.org/10.1117/12.2652106},
doi = {10.1117/12.2652106},
timestamp = {Tue, 19 Mar 2024 12:50:04 +0100},
biburl = {https://dblp.org/rec/conf/micad/ShenoudaKFKGA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/PatelACSGHKBTLX23,
author = {Jay B. Patel and
Syed Rakin Ahmed and
Ken Chang and
Praveer Singh and
Mishka Gidwani and
Katharina Hoebel and
Albert Kim and
Christopher P. Bridge and
Chung{-}Jen Teng and
Xiaomei Li and
Gongwen Xu and
Megan McDonald and
Ayal Aizer and
Wenya Linda Bi and
K. Ina Ly and
Bruce Rosen and
Priscilla K. Brastianos and
Raymond Y. Huang and
Elizabeth R. Gerstner and
Jayashree Kalpathy{-}Cramer},
editor = {Kaivalya Deshpande and
Madalina Fiterau and
Shalmali Joshi and
Zachary C. Lipton and
Rajesh Ranganath and
I{\~{n}}igo Urteaga and
Serene Yeung},
title = {A Deep Learning Based Framework for Joint Image Registration and Segmentation
of Brain Metastases on Magnetic Resonance Imaging},
booktitle = {Machine Learning for Healthcare Conference, {MLHC} 2023, 11-12 August
2023, New York, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {219},
pages = {565--587},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v219/patel23a.html},
timestamp = {Fri, 15 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlhc/PatelACSGHKBTLX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-19097,
author = {Katharina Viktoria Hoebel and
Andr{\'{e}}anne Lemay and
John Peter Campbell and
Susan Ostmo and
Michael F. Chiang and
Christopher P. Bridge and
Matthew D. Li and
Praveer Singh and
Aaron S. Coyner and
Jayashree Kalpathy{-}Cramer},
title = {A generalized framework to predict continuous scores from medical
ordinal labels},
journal = {CoRR},
volume = {abs/2305.19097},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.19097},
doi = {10.48550/ARXIV.2305.19097},
eprinttype = {arXiv},
eprint = {2305.19097},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-19097.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-14925,
author = {Guillermo Lorenzo and
Syed Rakin Ahmed and
David A. Hormuth II and
Brenna Vaughn and
Jayashree Kalpathy{-}Cramer and
Luis Solorio and
Thomas E. Yankeelov and
H{\'{e}}ctor G{\'{o}}mez},
title = {Patient-specific, mechanistic models of tumor growth incorporating
artificial intelligence and big data},
journal = {CoRR},
volume = {abs/2308.14925},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.14925},
doi = {10.48550/ARXIV.2308.14925},
eprinttype = {arXiv},
eprint = {2308.14925},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-14925.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-12325,
author = {Karim Lekadir and
Aasa Feragen and
Abdul Joseph Fofanah and
Alejandro F. Frangi and
Alena Buyx and
Anais Emelie and
Andrea Lara and
Antonio R. Porras and
An{-}Wen Chan and
Arcadi Navarro and
Ben Glocker and
Benard Ohene Botwe and
Bishesh Khanal and
Brigit Beger and
Carol C. Wu and
Celia Cintas and
Curtis P. Langlotz and
Daniel Rueckert and
Deogratias Mzurikwao and
Dimitrios I. Fotiadis and
Doszhan Zhussupov and
Enzo Ferrante and
Erik Meijering and
Eva Weicken and
Fabio A. Gonz{\'{a}}lez and
Folkert W. Asselbergs and
Fred W. Prior and
Gabriel P. Krestin and
Gary S. Collins and
Geletaw Sahle Tegenaw and
Georgios Kaissis and
Gianluca Misuraca and
Gianna Tsakou and
Girish Dwivedi and
Haridimos Kondylakis and
Harsha Jayakody and
Henry C. Woodruff and
Hugo J. W. L. Aerts and
Ian Walsh and
Ioanna Chouvarda and
Ir{\`{e}}ne Buvat and
Islem Rekik and
James S. Duncan and
Jayashree Kalpathy{-}Cramer and
Jihad Zahir and
Jinah Park and
John Mongan and
Judy W. Gichoya and
Julia A. Schnabel and
et al.},
title = {{FUTURE-AI:} International consensus guideline for trustworthy and
deployable artificial intelligence in healthcare},
journal = {CoRR},
volume = {abs/2309.12325},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.12325},
doi = {10.48550/ARXIV.2309.12325},
eprinttype = {arXiv},
eprint = {2309.12325},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-12325.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdi/BridgeGPDLKCFH22,
author = {Christopher P. Bridge and
Chris Gorman and
Steven D. Pieper and
Sean W. Doyle and
Jochen K. Lennerz and
Jayashree Kalpathy{-}Cramer and
David A. Clunie and
Andriy Fedorov and
Markus D. Herrmann},
title = {Highdicom: a Python Library for Standardized Encoding of Image Annotations
and Machine Learning Model Outputs in Pathology and Radiology},
journal = {J. Digit. Imaging},
volume = {35},
number = {6},
pages = {1719--1737},
year = {2022},
url = {https://doi.org/10.1007/s10278-022-00683-y},
doi = {10.1007/S10278-022-00683-Y},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jdi/BridgeGPDLKCFH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/LemayHBBSERSCK22,
author = {Andr{\'{e}}anne Lemay and
Katharina Hoebel and
Christopher P. Bridge and
Brian Befano and
Silvia De Sanjos{\'{e}} and
Didem Egemen and
Ana Cecilia Rodriguez and
Mark Schiffman and
John Peter Campbell and
Jayashree Kalpathy{-}Cramer},
title = {Improving the repeatability of deep learning models with Monte Carlo
dropout},
journal = {npj Digit. Medicine},
volume = {5},
year = {2022},
url = {https://doi.org/10.1038/s41746-022-00709-3},
doi = {10.1038/S41746-022-00709-3},
timestamp = {Sun, 16 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/LemayHBBSERSCK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/ZhangQSKR22,
author = {Miao Zhang and
Liangqiong Qu and
Praveer Singh and
Jayashree Kalpathy{-}Cramer and
Daniel L. Rubin},
title = {SplitAVG: {A} Heterogeneity-Aware Federated Deep Learning Method for
Medical Imaging},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {26},
number = {9},
pages = {4635--4644},
year = {2022},
url = {https://doi.org/10.1109/JBHI.2022.3185956},
doi = {10.1109/JBHI.2022.3185956},
timestamp = {Thu, 22 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/ZhangQSKR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LuLCHK22,
author = {Charles Lu and
Andr{\'{e}}anne Lemay and
Ken Chang and
Katharina H{\"{o}}bel and
Jayashree Kalpathy{-}Cramer},
title = {Fair Conformal Predictors for Applications in Medical Imaging},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {12008--12016},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i11.21459},
doi = {10.1609/AAAI.V36I11.21459},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/LuLCHK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KumarLCGMKKS22,
author = {Sourav Kumar and
Anantharaman Lakshminarayanan and
Ken Chang and
Feri Guretno and
Ivan Ho Mien and
Jayashree Kalpathy{-}Cramer and
Pavitra Krishnaswamy and
Praveer Singh},
editor = {Shadi Albarqouni and
Spyridon Bakas and
Sophia Bano and
M. Jorge Cardoso and
Bishesh Khanal and
Bennett A. Landman and
Xiaoxiao Li and
Chen Qin and
Islem Rekik and
Nicola Rieke and
Holger Roth and
Debdoot Sheet and
Daguang Xu},
title = {Towards More Efficient Data Valuation in Healthcare Federated Learning
Using Ensembling},
booktitle = {Distributed, Collaborative, and Federated Learning, and Affordable
{AI} and Healthcare for Resource Diverse Global Health - Third {MICCAI}
Workshop, DeCaF 2022, and Second {MICCAI} Workshop, {FAIR} 2022, Held
in Conjunction with {MICCAI} 2022, Singapore, September 18 and 22,
2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13573},
pages = {119--129},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-18523-6\_12},
doi = {10.1007/978-3-031-18523-6\_12},
timestamp = {Sun, 12 Nov 2023 02:07:47 +0100},
biburl = {https://dblp.org/rec/conf/miccai/KumarLCGMKKS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/HoebelBLCPRK22,
author = {Katharina Hoebel and
Christopher P. Bridge and
Andr{\'{e}}anne Lemay and
Ken Chang and
Jay B. Patel and
Bruce Rosen and
Jayashree Kalpathy{-}Cramer},
editor = {Olivier Colliot and
Ivana Isgum and
Bennett A. Landman and
Murray H. Loew},
title = {Do {I} know this? segmentation uncertainty under domain shift},
booktitle = {Medical Imaging 2022: Image Processing, San Diego, CA, USA, February
20-24, 2022 / Online, March 21-27, 2022},
series = {{SPIE} Proceedings},
volume = {12032},
publisher = {{SPIE}},
year = {2022},
url = {https://doi.org/10.1117/12.2611867},
doi = {10.1117/12.2611867},
timestamp = {Fri, 15 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miip/HoebelBLCPRK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miipop/HoebelBAACHJKLC22,
author = {Katharina Hoebel and
Christopher P. Bridge and
Sara Ahmed and
Oluwatosin Akintola and
Caroline Chung and
Raymond Y. Huang and
Jason Johnson and
Albert Kim and
K. Ina Ly and
Ken Chang and
Jay B. Patel and
Marco Pinho and
Tracy Batchelor and
Bruce R. Rosen and
Elizabeth R. Gerstner and
Jayashree Kalpathy{-}Cramer},
editor = {Claudia R. Mello{-}Thoms and
Sian Taylor{-}Phillips},
title = {Is this good enough? On expert perception of brain tumor segmentation
quality},
booktitle = {Medical Imaging 2022: Image Perception, Observer Performance, and
Technology Assessment, San Diego, CA, USA, February 20-24, 2022 /
Online, March 21-27, 2022},
series = {{SPIE} Proceedings},
volume = {12035},
publisher = {{SPIE}},
year = {2022},
url = {https://doi.org/10.1117/12.2611810},
doi = {10.1117/12.2611810},
timestamp = {Fri, 15 Mar 2024 16:55:14 +0100},
biburl = {https://dblp.org/rec/conf/miipop/HoebelBAACHJKLC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-04823,
author = {Ikbeom Jang and
Garrison Danley and
Ken Chang and
Jayashree Kalpathy{-}Cramer},
title = {Decreasing Annotation Burden of Pairwise Comparisons with Human-in-the-Loop
Sorting: Application in Medical Image Artifact Rating},
journal = {CoRR},
volume = {abs/2202.04823},
year = {2022},
url = {https://arxiv.org/abs/2202.04823},
eprinttype = {arXiv},
eprint = {2202.04823},
timestamp = {Tue, 01 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-04823.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-07562,
author = {Andr{\'{e}}anne Lemay and
Katharina Hoebel and
Christopher P. Bridge and
Brian Befano and
Silvia De Sanjos{\'{e}} and
Didem Egemen and
Ana Cecilia Rodriguez and
Mark Schiffman and
John Peter Campbell and
Jayashree Kalpathy{-}Cramer},
title = {Improving the repeatability of deep learning models with Monte Carlo
dropout},
journal = {CoRR},
volume = {abs/2202.07562},
year = {2022},
url = {https://arxiv.org/abs/2202.07562},
eprinttype = {arXiv},
eprint = {2202.07562},
timestamp = {Tue, 01 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-07562.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-12008,
author = {Charles Lu and
Ken Chang and
Praveer Singh and
Jayashree Kalpathy{-}Cramer},
title = {Three Applications of Conformal Prediction for Rating Breast Density
in Mammography},
journal = {CoRR},
volume = {abs/2206.12008},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.12008},
doi = {10.48550/ARXIV.2206.12008},
eprinttype = {arXiv},
eprint = {2206.12008},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-12008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-05796,
author = {Charles Lu and
Syed Rakin Ahmed and
Praveer Singh and
Jayashree Kalpathy{-}Cramer},
title = {Estimating Test Performance for {AI} Medical Devices under Distribution
Shift with Conformal Prediction},
journal = {CoRR},
volume = {abs/2207.05796},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.05796},
doi = {10.48550/ARXIV.2207.05796},
eprinttype = {arXiv},
eprint = {2207.05796},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-05796.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-05424,
author = {Sourav Kumar and
Anantharaman Lakshminarayanan and
Ken Chang and
Feri Guretno and
Ivan Ho Mien and
Jayashree Kalpathy{-}Cramer and
Pavitra Krishnaswamy and
Praveer Singh},
title = {Towards More Efficient Data Valuation in Healthcare Federated Learning
using Ensembling},
journal = {CoRR},
volume = {abs/2209.05424},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.05424},
doi = {10.48550/ARXIV.2209.05424},
eprinttype = {arXiv},
eprint = {2209.05424},
timestamp = {Fri, 23 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-05424.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-02701,
author = {M. Jorge Cardoso and
Wenqi Li and
Richard Brown and
Nic Ma and
Eric Kerfoot and
Yiheng Wang and
Benjamin Murray and
Andriy Myronenko and
Can Zhao and
Dong Yang and
Vishwesh Nath and
Yufan He and
Ziyue Xu and
Ali Hatamizadeh and
Wentao Zhu and
Yun Liu and
Mingxin Zheng and
Yucheng Tang and
Isaac Yang and
Michael Zephyr and
Behrooz Hashemian and
Sachidanand Alle and
Mohammad Zalbagi Darestani and
Charlie Budd and
Marc Modat and
Tom Vercauteren and
Guotai Wang and
Yiwen Li and
Yipeng Hu and
Yunguan Fu and
Benjamin Gorman and
Hans J. Johnson and
Brad W. Genereaux and
Barbaros S. Erdal and
Vikash Gupta and
Andres Diaz{-}Pinto and
Andre Dourson and
Lena Maier{-}Hein and
Paul F. Jaeger and
Michael Baumgartner and
Jayashree Kalpathy{-}Cramer and
Mona Flores and
Justin S. Kirby and
Lee A. D. Cooper and
Holger R. Roth and
Daguang Xu and
David Bericat and
Ralf Floca and
S. Kevin Zhou and
Haris Shuaib and
Keyvan Farahani and
Klaus H. Maier{-}Hein and
Stephen R. Aylward and
Prerna Dogra and
S{\'{e}}bastien Ourselin and
Andrew Feng},
title = {{MONAI:} An open-source framework for deep learning in healthcare},
journal = {CoRR},
volume = {abs/2211.02701},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.02701},
doi = {10.48550/ARXIV.2211.02701},
eprinttype = {arXiv},
eprint = {2211.02701},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-02701.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ni/BeersBCHPLTBRGK21,
author = {Andrew Beers and
James M. Brown and
Ken Chang and
Katharina Hoebel and
Jay B. Patel and
K. Ina Ly and
Sara M. Tolaney and
Priscilla K. Brastianos and
Bruce R. Rosen and
Elizabeth R. Gerstner and
Jayashree Kalpathy{-}Cramer},
title = {DeepNeuro: an open-source deep learning toolbox for neuroimaging},
journal = {Neuroinformatics},
volume = {19},
number = {1},
pages = {127--140},
year = {2021},
url = {https://doi.org/10.1007/s12021-020-09477-5},
doi = {10.1007/S12021-020-09477-5},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ni/BeersBCHPLTBRGK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/BalagurunathanB21,
author = {Yoganand Balagurunathan and
Andrew Beers and
Michael F. McNitt{-}Gray and
Lubomir M. Hadjiiski and
Sandy Napel and
Dmitry B. Goldgof and
Gustavo P{\'{e}}rez and
Pablo Arbel{\'{a}}ez and
Alireza Mehrtash and
Tina Kapur and
Ehwa Yang and
Jung Won Moon and
Gabriel Bernardino Perez and
Ricard Delgado{-}Gonzalo and
Mohammad Mehdi Farhangi and
Amir A. Amini and
Renkun Ni and
Xue Feng and
Aditya Bagari and
Kiran Vaidhya and
Benjamin Veasey and
Wiem Safta and
Hichem Frigui and
Joseph Enguehard and
Ali Gholipour and
Laura Silvana Castillo and
Laura Alexandra Daza and
Paul F. Pinsky and
Jayashree Kalpathy{-}Cramer and
Keyvan Farahani},
title = {Lung Nodule Malignancy Prediction in Sequential {CT} Scans: Summary
of {ISBI} 2018 Challenge},
journal = {{IEEE} Trans. Medical Imaging},
volume = {40},
number = {12},
pages = {3748--3761},
year = {2021},
url = {https://doi.org/10.1109/TMI.2021.3097665},
doi = {10.1109/TMI.2021.3097665},
timestamp = {Thu, 18 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/BalagurunathanB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/brainles-ws/PatelCAJK21,
author = {Jay B. Patel and
Ken Chang and
Syed Rakin Ahmed and
Ikbeom Jang and
Jayashree Kalpathy{-}Cramer},
editor = {Alessandro Crimi and
Spyridon Bakas},
title = {Opportunities and Challenges for Deep Learning in Brain Lesions},
booktitle = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
Injuries - 7th International Workshop, BrainLes 2021, Held in Conjunction
with {MICCAI} 2021, Virtual Event, September 27, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12962},
pages = {25--36},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-08999-2\_2},
doi = {10.1007/978-3-031-08999-2\_2},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/brainles-ws/PatelCAJK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/YildizIYTCOKCED21,
author = {Veysi Yildiz and
Stratis Ioannidis and
Ilkay Yildiz and
Peng Tian and
John Peter Campbell and
Susan Ostmo and
Jayashree Kalpathy{-}Cramer and
Michael F. Chiang and
Deniz Erdogmus and
Jennifer G. Dy},
title = {Structural Visual Guidance Attention Networks In Retinopathy Of Prematurity},
booktitle = {18th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2021, Nice, France, April 13-16, 2021},
pages = {353--357},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISBI48211.2021.9433881},
doi = {10.1109/ISBI48211.2021.9433881},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isbi/YildizIYTCOKCED21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-13511,
author = {Sharut Gupta and
Praveer Singh and
Ken Chang and
Liangqiong Qu and
Mehak Aggarwal and
Nishanth Thumbavanam Arun and
Ashwin Vaswani and
Shruti Raghavan and
Vibha Agarwal and
Mishka Gidwani and
Katharina Hoebel and
Jay B. Patel and
Charles Lu and
Christopher P. Bridge and
Daniel L. Rubin and
Jayashree Kalpathy{-}Cramer},
title = {Addressing catastrophic forgetting for medical domain expansion},
journal = {CoRR},
volume = {abs/2103.13511},
year = {2021},
url = {https://arxiv.org/abs/2103.13511},
eprinttype = {arXiv},
eprint = {2103.13511},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-13511.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-07806,
author = {Christopher P. Bridge and
Chris Gorman and
Steven D. Pieper and
Sean W. Doyle and
Jochen K. Lennerz and
Jayashree Kalpathy{-}Cramer and
David A. Clunie and
Andriy Fedorov and
Markus D. Herrmann},
title = {Highdicom: {A} Python library for standardized encoding of image annotations
and machine learning model outputs in pathology and radiology},
journal = {CoRR},
volume = {abs/2106.07806},
year = {2021},
url = {https://arxiv.org/abs/2106.07806},
eprinttype = {arXiv},
eprint = {2106.07806},
timestamp = {Thu, 01 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-07806.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-02314,
author = {Ujjwal Baid and
Satyam Ghodasara and
Michel Bilello and
Suyash Mohan and
Evan Calabrese and
Errol Colak and
Keyvan Farahani and
Jayashree Kalpathy{-}Cramer and
Felipe C. Kitamura and
Sarthak Pati and
Luciano M. Prevedello and
Jeffrey D. Rudie and
Chiharu Sako and
Russell T. Shinohara and
Timothy Bergquist and
Rong Chai and
James A. Eddy and
Julia Elliott and
Walter Reade and
Thomas Schaffter and
Thomas Yu and
Jiaxin Zheng and
BraTS Annotators and
Christos Davatzikos and
John Mongan and
Christopher Hess and
Soonmee Cha and
Javier E. Villanueva{-}Meyer and
John B. Freymann and
Justin S. Kirby and
Benedikt Wiestler and
Priscila Crivellaro and
Rivka R. Colen and
Aikaterini Kotrotsou and
Daniel S. Marcus and
Mikhail Milchenko and
Arash Nazeri and
Hassan M. Fathallah{-}Shaykh and
Roland Wiest and
Andr{\'{a}}s Jakab and
Marc{-}Andr{\'{e}} Weber and
Abhishek Mahajan and
Bjoern H. Menze and
Adam E. Flanders and
Spyridon Bakas},
title = {The {RSNA-ASNR-MICCAI} BraTS 2021 Benchmark on Brain Tumor Segmentation
and Radiogenomic Classification},
journal = {CoRR},
volume = {abs/2107.02314},
year = {2021},
url = {https://arxiv.org/abs/2107.02314},
eprinttype = {arXiv},
eprint = {2107.02314},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-02314.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-02375,
author = {Miao Zhang and
Liangqiong Qu and
Praveer Singh and
Jayashree Kalpathy{-}Cramer and
Daniel L. Rubin},
title = {SplitAVG: {A} heterogeneity-aware federated deep learning method for
medical imaging},
journal = {CoRR},
volume = {abs/2107.02375},
year = {2021},
url = {https://arxiv.org/abs/2107.02375},
eprinttype = {arXiv},
eprint = {2107.02375},
timestamp = {Wed, 07 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-02375.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-02716,
author = {Charles Lu and
Andr{\'{e}}anne Lemay and
Katharina Hoebel and
Jayashree Kalpathy{-}Cramer},
title = {Evaluating subgroup disparity using epistemic uncertainty in mammography},
journal = {CoRR},
volume = {abs/2107.02716},
year = {2021},
url = {https://arxiv.org/abs/2107.02716},
eprinttype = {arXiv},
eprint = {2107.02716},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-02716.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-04392,
author = {Charles Lu and
Andr{\'{e}}anne Lemay and
Ken Chang and
Katharina Hoebel and
Jayashree Kalpathy{-}Cramer},
title = {Fair Conformal Predictors for Applications in Medical Imaging},
journal = {CoRR},
volume = {abs/2109.04392},
year = {2021},
url = {https://arxiv.org/abs/2109.04392},
eprinttype = {arXiv},
eprint = {2109.04392},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-04392.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-06919,
author = {Charles Lu and
Ken Chang and
Praveer Singh and
Stuart R. Pomerantz and
Sean Doyle and
Sujay Kakarmath and
Christopher P. Bridge and
Jayashree Kalpathy{-}Cramer},
title = {Deploying clinical machine learning? Consider the following..},
journal = {CoRR},
volume = {abs/2109.06919},
year = {2021},
url = {https://arxiv.org/abs/2109.06919},
eprinttype = {arXiv},
eprint = {2109.06919},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-06919.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-13845,
author = {Aaron S. Coyner and
Praveer Singh and
James M. Brown and
Susan Ostmo and
R. V. Paul Chan and
Michael F. Chiang and
Jayashree Kalpathy{-}Cramer and
J. Peter Campbell},
title = {Not Color Blind: {AI} Predicts Racial Identity from Black and White
Retinal Vessel Segmentations},
journal = {CoRR},
volume = {abs/2109.13845},
year = {2021},
url = {https://arxiv.org/abs/2109.13845},
eprinttype = {arXiv},
eprint = {2109.13845},
timestamp = {Thu, 22 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-13845.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-07661,
author = {Charles Lu and
Jayashree Kalpathy{-}Cramer},
title = {Distribution-Free Federated Learning with Conformal Predictions},
journal = {CoRR},
volume = {abs/2110.07661},
year = {2021},
url = {https://arxiv.org/abs/2110.07661},
eprinttype = {arXiv},
eprint = {2110.07661},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-07661.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-06754,
author = {Andr{\'{e}}anne Lemay and
Katharina Hoebel and
Christopher P. Bridge and
Didem Egemen and
Ana Cecilia Rodriguez and
Mark Schiffman and
John Peter Campbell and
Jayashree Kalpathy{-}Cramer},
title = {Monte Carlo dropout increases model repeatability},
journal = {CoRR},
volume = {abs/2111.06754},
year = {2021},
url = {https://arxiv.org/abs/2111.06754},
eprinttype = {arXiv},
eprint = {2111.06754},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-06754.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-10074,
author = {Raghav Mehta and
Angelos Filos and
Ujjwal Baid and
Chiharu Sako and
Richard McKinley and
Michael Rebsamen and
Katrin D{\"{a}}twyler and
Raphael Meier and
Piotr Radojewski and
Gowtham Krishnan Murugesan and
Sahil S. Nalawade and
Chandan Ganesh and
Benjamin C. Wagner and
Fang F. Yu and
Baowei Fei and
Ananth J. Madhuranthakam and
Joseph A. Maldjian and
Laura Alexandra Daza and
Catalina G{\'{o}}mez Caballero and
Pablo Arbel{\'{a}}ez and
Chengliang Dai and
Shuo Wang and
Hadrien Raynaud and
Yuanhan Mo and
Elsa D. Angelini and
Yike Guo and
Wenjia Bai and
Subhashis Banerjee and
Linmin Pei and
Murat Ak and
Sarahi Rosas{-}Gonz{\'{a}}lez and
Ilyess Zemmoura and
Clovis Tauber and
Minh H. Vu and
Tufve Nyholm and
Tommy L{\"{o}}fstedt and
Laura Mora Ballestar and
Ver{\'{o}}nica Vilaplana and
Hugh McHugh and
Gonzalo D. Maso Talou and
Alan Wang and
Jay B. Patel and
Ken Chang and
Katharina Hoebel and
Mishka Gidwani and
Nishanth Thumbavanam Arun and
Sharut Gupta and
Mehak Aggarwal and
Praveer Singh and
Elizabeth R. Gerstner and
Jayashree Kalpathy{-}Cramer and
Nicolas Boutry and
Alexis Huard and
Lasitha Vidyaratne and
Md Monibor Rahman and
Khan M. Iftekharuddin and
Joseph Chazalon and
{\'{E}}lodie Puybareau and
Guillaume Tochon and
Jun Ma and
Mariano Cabezas and
Xavier Llad{\'{o}} and
Arnau Oliver and
Liliana Valencia and
Sergi Valverde and
Mehdi Amian and
Mohammadreza Soltaninejad and
Andriy Myronenko and
Ali Hatamizadeh and
Xue Feng and
Quan Dou and
Nicholas J. Tustison and
Craig H. Meyer and
Nisarg A. Shah and
Sanjay N. Talbar and
Marc{-}Andr{\'{e}} Weber and
Abhishek Mahajan and
Andr{\'{a}}s Jakab and
Roland Wiest and
Hassan M. Fathallah{-}Shaykh and
Arash Nazeri and
Mikhail Milchenko and
Daniel S. Marcus and
Aikaterini Kotrotsou and
Rivka Colen and
John B. Freymann and
Justin S. Kirby and
Christos Davatzikos and
Bjoern H. Menze and
Spyridon Bakas and
Yarin Gal and
Tal Arbel},
title = {QU-BraTS: {MICCAI} BraTS 2020 Challenge on Quantifying Uncertainty
in Brain Tumor Segmentation - Analysis of Ranking Metrics and Benchmarking
Results},
journal = {CoRR},
volume = {abs/2112.10074},
year = {2021},
url = {https://arxiv.org/abs/2112.10074},
eprinttype = {arXiv},
eprint = {2112.10074},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-10074.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/BalachandarCKR20,
author = {Niranjan Balachandar and
Ken Chang and
Jayashree Kalpathy{-}Cramer and
Daniel L. Rubin},
title = {Accounting for data variability in multi-institutional distributed
deep learning for medical imaging},
journal = {J. Am. Medical Informatics Assoc.},
volume = {27},
number = {5},
pages = {700--708},
year = {2020},
url = {https://doi.org/10.1093/jamia/ocaa017},
doi = {10.1093/JAMIA/OCAA017},
timestamp = {Sun, 11 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/BalachandarCKR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/BalachandarCKR20a,
author = {Niranjan Balachandar and
Ken Chang and
Jayashree Kalpathy{-}Cramer and
Daniel L. Rubin},
title = {Corrigendum to: Accounting for data variability in multi-institutional
distributed deep learning for medical imaging},
journal = {J. Am. Medical Informatics Assoc.},
volume = {27},
number = {8},
pages = {1340},
year = {2020},
url = {https://doi.org/10.1093/jamia/ocaa118},
doi = {10.1093/JAMIA/OCAA118},
timestamp = {Sun, 11 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/BalachandarCKR20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/LiCBCHC0SHEIPCK20,
author = {Matthew D. Li and
Ken Chang and
Ben Bearce and
Connie Y. Chang and
Ambrose J. Huang and
J. Peter Campbell and
James M. Brown and
Praveer Singh and
Katharina Viktoria Hoebel and
Deniz Erdogmus and
Stratis Ioannidis and
William E. Palmer and
Michael F. Chiang and
Jayashree Kalpathy{-}Cramer},
title = {Siamese neural networks for continuous disease severity evaluation
and change detection in medical imaging},
journal = {npj Digit. Medicine},
volume = {3},
year = {2020},
url = {https://doi.org/10.1038/s41746-020-0255-1},
doi = {10.1038/S41746-020-0255-1},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/npjdm/LiCBCHC0SHEIPCK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YildizDEKOCCI20,
author = {Ilkay Yildiz and
Jennifer G. Dy and
Deniz Erdogmus and
Jayashree Kalpathy{-}Cramer and
Susan Ostmo and
J. Peter Campbell and
Michael F. Chiang and
Stratis Ioannidis},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Fast and Accurate Ranking Regression},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {77--88},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/yildiz20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/YildizDEKOCCI20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/CoynerCCOSKC20,
author = {Aaron S. Coyner and
Jimmy Chen and
John Peter Campbell and
Susan Ostmo and
Praveer Singh and
Jayashree Kalpathy{-}Cramer and
Michael F. Chiang},
title = {Diagnosability of Synthetic Retinal Fundus Images for Plus Disease
Detection in Retinopathy of Prematurity},
booktitle = {{AMIA} 2020, American Medical Informatics Association Annual Symposium,
Virtual Event, USA, November 14-18, 2020},
publisher = {{AMIA}},
year = {2020},
url = {https://knowledge.amia.org/72332-amia-1.4602255/t003-1.4606204/t003-1.4606205/3413208-1.4606557/3413792-1.4606554},
timestamp = {Wed, 17 Apr 2024 11:47:01 +0200},
biburl = {https://dblp.org/rec/conf/amia/CoynerCCOSKC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/brainles-ws/PatelCHGAGASRGK20,
author = {Jay B. Patel and
Ken Chang and
Katharina Hoebel and
Mishka Gidwani and
Nishanth Thumbavanam Arun and
Sharut Gupta and
Mehak Aggarwal and
Praveer Singh and
Bruce R. Rosen and
Elizabeth R. Gerstner and
Jayashree Kalpathy{-}Cramer},
editor = {Alessandro Crimi and
Spyridon Bakas},
title = {Segmentation, Survival Prediction, and Uncertainty Estimation of Gliomas
from Multimodal 3D {MRI} Using Selective Kernel Networks},
booktitle = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
Injuries - 6th International Workshop, BrainLes 2020, Held in Conjunction
with {MICCAI} 2020, Lima, Peru, October 4, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12659},
pages = {228--240},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-72087-2\_20},
doi = {10.1007/978-3-030-72087-2\_20},
timestamp = {Tue, 30 Mar 2021 18:55:04 +0200},
biburl = {https://dblp.org/rec/conf/brainles-ws/PatelCHGAGASRGK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/RothCSNLGGQIBWB20,
author = {Holger R. Roth and
Ken Chang and
Praveer Singh and
Nir Neumark and
Wenqi Li and
Vikash Gupta and
Sharut Gupta and
Liangqiong Qu and
Alvin Ihsani and
Bernardo C. Bizzo and
Yuhong Wen and
Varun Buch and
Meesam Shah and
Felipe Kitamura and
Matheus Mendon{\c{c}}a and
Vitor Lavor and
Ahmed Harouni and
Colin Compas and
Jesse Tetreault and
Prerna Dogra and
Yan Cheng and
Selnur Erdal and
Richard D. White and
Behrooz Hashemian and
Thomas J. Schultz and
Miao Zhang and
Adam McCarthy and
B. Min Yun and
Elshaimaa Sharaf and
Katharina Viktoria Hoebel and
Jay B. Patel and
Bryan Chen and
Sean Ko and
Evan Leibovitz and
Etta D. Pisano and
Laura Coombs and
Daguang Xu and
Keith J. Dreyer and
Ittai Dayan and
Ram C. Naidu and
Mona Flores and
Daniel L. Rubin and
Jayashree Kalpathy{-}Cramer},
editor = {Shadi Albarqouni and
Spyridon Bakas and
Konstantinos Kamnitsas and
M. Jorge Cardoso and
Bennett A. Landman and
Wenqi Li and
Fausto Milletari and
Nicola Rieke and
Holger Roth and
Daguang Xu and
Ziyue Xu},
title = {Federated Learning for Breast Density Classification: {A} Real-World
Implementation},
booktitle = {Domain Adaptation and Representation Transfer, and Distributed and
Collaborative Learning - Second {MICCAI} Workshop, {DART} 2020, and
First {MICCAI} Workshop, {DCL} 2020, Held in Conjunction with {MICCAI}
2020, Lima, Peru, October 4-8, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12444},
pages = {181--191},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-60548-3\_18},
doi = {10.1007/978-3-030-60548-3\_18},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/RothCSNLGGQIBWB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/PatelGCK20,
author = {Jay B. Patel and
Mishka Gidwani and
Ken Chang and
Jayashree Kalpathy{-}Cramer},
editor = {Seyed Mostafa Kia and
Hassan Mohy{-}ud{-}Din and
Ahmed Abdulkadir and
Cher Bass and
Mohamad Habes and
Jane Maryam Rondina and
Chantal M. W. Tax and
Hongzhi Wang and
Thomas Wolfers and
Saima Rathore and
Madhura Ingalhalikar},
title = {Radiomics and Radiogenomics with Deep Learning in Neuro-oncology},
booktitle = {Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology
- Third International Workshop, {MLCN} 2020, and Second International
Workshop, {RNO-AI} 2020, Held in Conjunction with {MICCAI} 2020, Lima,
Peru, October 4-8, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12449},
pages = {199--211},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-66843-3\_20},
doi = {10.1007/978-3-030-66843-3\_20},
timestamp = {Wed, 06 Jan 2021 14:57:37 +0100},
biburl = {https://dblp.org/rec/conf/miccai/PatelGCK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/HoebelABPCDMK20,
author = {Katharina Hoebel and
Vincent Andrearczyk and
Andrew Beers and
Jay B. Patel and
Ken Chang and
Adrien Depeursinge and
Henning M{\"{u}}ller and
Jayashree Kalpathy{-}Cramer},
editor = {Ivana Isgum and
Bennett A. Landman},
title = {An exploration of uncertainty information for segmentation quality
assessment},
booktitle = {Medical Imaging 2020: Image Processing, Houston, TX, USA, February
15-20, 2020},
series = {{SPIE} Proceedings},
volume = {11313},
pages = {113131K},
publisher = {{SPIE}},
year = {2020},
url = {https://doi.org/10.1117/12.2548722},
doi = {10.1117/12.2548722},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miip/HoebelABPCDMK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-00063,
author = {Nishanth Thumbavanam Arun and
Nathan Gaw and
Praveer Singh and
Ken Chang and
Katharina Viktoria Hoebel and
Jay B. Patel and
Mishka Gidwani and
Jayashree Kalpathy{-}Cramer},
title = {Assessing the validity of saliency maps for abnormality localization
in medical imaging},
journal = {CoRR},
volume = {abs/2006.00063},
year = {2020},
url = {https://arxiv.org/abs/2006.00063},
eprinttype = {arXiv},
eprint = {2006.00063},
timestamp = {Fri, 18 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-00063.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-02766,
author = {Nishanth Thumbavanam Arun and
Nathan Gaw and
Praveer Singh and
Ken Chang and
Mehak Aggarwal and
Bryan Chen and
Katharina Hoebel and
Sharut Gupta and
Jay B. Patel and
Mishka Gidwani and
Julius Adebayo and
Matthew D. Li and
Jayashree Kalpathy{-}Cramer},
title = {Assessing the (Un)Trustworthiness of Saliency Maps for Localizing
Abnormalities in Medical Imaging},
journal = {CoRR},
volume = {abs/2008.02766},
year = {2020},
url = {https://arxiv.org/abs/2008.02766},
eprinttype = {arXiv},
eprint = {2008.02766},
timestamp = {Fri, 18 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-02766.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-01871,
author = {Holger R. Roth and
Ken Chang and
Praveer Singh and
Nir Neumark and
Wenqi Li and
Vikash Gupta and
Sharut Gupta and
Liangqiong Qu and
Alvin Ihsani and
Bernardo C. Bizzo and
Yuhong Wen and
Varun Buch and
Meesam Shah and
Felipe Kitamura and
Matheus Mendon{\c{c}}a and
Vitor Lavor and
Ahmed Harouni and
Colin Compas and
Jesse Tetreault and
Prerna Dogra and
Yan Cheng and
Selnur Erdal and
Richard D. White and
Behrooz Hashemian and
Thomas J. Schultz and
Miao Zhang and
Adam McCarthy and
B. Min Yun and
Elshaimaa Sharaf and
Katharina Viktoria Hoebel and
Jay B. Patel and
Bryan Chen and
Sean Ko and
Evan Leibovitz and
Etta D. Pisano and
Laura Coombs and
Daguang Xu and
Keith J. Dreyer and
Ittai Dayan and
Ram C. Naidu and
Mona Flores and
Daniel L. Rubin and
Jayashree Kalpathy{-}Cramer},
title = {Federated Learning for Breast Density Classification: {A} Real-World
Implementation},
journal = {CoRR},
volume = {abs/2009.01871},
year = {2020},
url = {https://arxiv.org/abs/2009.01871},
eprinttype = {arXiv},
eprint = {2009.01871},
timestamp = {Fri, 11 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-01871.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-07482,
author = {Mehak Aggarwal and
Nishanth Thumbavanam Arun and
Sharut Gupta and
Ashwin Vaswani and
Bryan Chen and
Matthew D. Li and
Ken Chang and
Jay B. Patel and
Katherine H{\"{o}}bel and
Mishka Gidwani and
Jayashree Kalpathy{-}Cramer and
Praveer Singh},
title = {Towards Trainable Saliency Maps in Medical Imaging},
journal = {CoRR},
volume = {abs/2011.07482},
year = {2020},
url = {https://arxiv.org/abs/2011.07482},
eprinttype = {arXiv},
eprint = {2011.07482},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-07482.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-08096,
author = {Sharut Gupta and
Praveer Singh and
Ken Chang and
Mehak Aggarwal and
Nishanth Thumbavanam Arun and
Liangqiong Qu and
Katharina Hoebel and
Jay B. Patel and
Mishka Gidwani and
Ashwin Vaswani and
Daniel L. Rubin and
Jayashree Kalpathy{-}Cramer},
title = {The unreasonable effectiveness of Batch-Norm statistics in addressing
catastrophic forgetting across medical institutions},
journal = {CoRR},
volume = {abs/2011.08096},
year = {2020},
url = {https://arxiv.org/abs/2011.08096},
eprinttype = {arXiv},
eprint = {2011.08096},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-08096.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/YildizTDEBKOCCI19,
author = {Ilkay Yildiz and
Peng Tian and
Jennifer G. Dy and
Deniz Erdogmus and
James M. Brown and
Jayashree Kalpathy{-}Cramer and
Susan Ostmo and
J. Peter Campbell and
Michael F. Chiang and
Stratis Ioannidis},
title = {Classification and comparison via neural networks},
journal = {Neural Networks},
volume = {118},
pages = {65--80},
year = {2019},
url = {https://doi.org/10.1016/j.neunet.2019.06.004},
doi = {10.1016/J.NEUNET.2019.06.004},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/YildizTDEBKOCCI19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GuoDEKOCCI19,
author = {Yuan Guo and
Jennifer G. Dy and
Deniz Erdogmus and
Jayashree Kalpathy{-}Cramer and
Susan Ostmo and
J. Peter Campbell and
Michael F. Chiang and
Stratis Ioannidis},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Variational Inference from Ranked Samples with Features},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {599--614},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/guo19a.html},
timestamp = {Mon, 18 Nov 2019 16:57:55 +0100},
biburl = {https://dblp.org/rec/conf/acml/GuoDEKOCCI19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TianGKOCCDEI19,
author = {Peng Tian and
Yuan Guo and
Jayashree Kalpathy{-}Cramer and
Susan Ostmo and
John Peter Campbell and
Michael F. Chiang and
Jennifer G. Dy and
Deniz Erdogmus and
Stratis Ioannidis},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {A Severity Score for Retinopathy of Prematurity},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {1809--1819},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330713},
doi = {10.1145/3292500.3330713},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/TianGKOCCDEI19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/GrazianiBAYCEIC19,
author = {Mara Graziani and
James M. Brown and
Vincent Andrearczyk and
Veysi Yildiz and
J. Peter Campbell and
Deniz Erdogmus and
Stratis Ioannidis and
Michael F. Chiang and
Jayashree Kalpathy{-}Cramer and
Henning M{\"{u}}ller},
editor = {Kensaku Mori and
Horst K. Hahn},
title = {Improved interpretability for computer-aided severity assessment of
retinopathy of prematurity},
booktitle = {Medical Imaging 2019: Computer-Aided Diagnosis, San Diego, California,
United States, 16-21 February 2019},
series = {{SPIE} Proceedings},
volume = {10950},
pages = {109501R},
publisher = {{SPIE}},
year = {2019},
url = {https://doi.org/10.1117/12.2512584},
doi = {10.1117/12.2512584},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/micad/GrazianiBAYCEIC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/OuardiniYURGZCC19,
author = {Khalil Ouardini and
Huijuan Yang and
Balagopal Unnikrishnan and
Manon Romain and
Camille Garcin and
Houssam Zenati and
J. Peter Campbell and
Michael F. Chiang and
Jayashree Kalpathy{-}Cramer and
Vijay Chandrasekhar and
Pavitra Krishnaswamy and
Chuan{-}Sheng Foo},
editor = {Qian Wang and
Fausto Milletari and
Hien Van Nguyen and
Shadi Albarqouni and
M. Jorge Cardoso and
Nicola Rieke and
Ziyue Xu and
Konstantinos Kamnitsas and
Vishal Patel and
Badri Roysam and
Steve B. Jiang and
S. Kevin Zhou and
Khoa Luu and
Ngan Le},
title = {Towards Practical Unsupervised Anomaly Detection on Retinal Images},
booktitle = {Domain Adaptation and Representation Transfer and Medical Image Learning
with Less Labels and Imperfect Data - First {MICCAI} Workshop, {DART}
2019, and First International Workshop, {MIL3ID} 2019, Shenzhen, Held
in Conjunction with {MICCAI} 2019, Shenzhen, China, October 13 and
17, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11795},
pages = {225--234},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-33391-1\_26},
doi = {10.1007/978-3-030-33391-1\_26},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/OuardiniYURGZCC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GuoDEKOCCI19,
author = {Yuan Guo and
Jennifer G. Dy and
Deniz Erdogmus and
Jayashree Kalpathy{-}Cramer and
Susan Ostmo and
J. Peter Campbell and
Michael F. Chiang and
Stratis Ioannidis},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Accelerated Experimental Design for Pairwise Comparisons},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {432--440},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.49},
doi = {10.1137/1.9781611975673.49},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/GuoDEKOCCI19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/19/MullerKH19,
author = {Henning M{\"{u}}ller and
Jayashree Kalpathy{-}Cramer and
Alba Garc{\'{\i}}a Seco de Herrera},
editor = {Nicola Ferro and
Carol Peters},
title = {Experiences from the ImageCLEF Medical Retrieval and Annotation Tasks},
booktitle = {Information Retrieval Evaluation in a Changing World - Lessons Learned
from 20 Years of {CLEF}},
series = {The Information Retrieval Series},
volume = {41},
pages = {231--250},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-22948-1\_10},
doi = {10.1007/978-3-030-22948-1\_10},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/sp/19/MullerKH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-06080,
author = {Yuan Guo and
Jennifer G. Dy and
Deniz Erdogmus and
Jayashree Kalpathy{-}Cramer and
Susan Ostmo and
J. Peter Campbell and
Michael F. Chiang and
Stratis Ioannidis},
title = {Accelerated Experimental Design for Pairwise Comparisons},
journal = {CoRR},
volume = {abs/1901.06080},
year = {2019},
url = {http://arxiv.org/abs/1901.06080},
eprinttype = {arXiv},
eprint = {1901.06080},
timestamp = {Fri, 01 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-06080.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-10074,
author = {Jin Chao and
Ahmad Al Badawi and
Balagopal Unnikrishnan and
Jie Lin and
Chan Fook Mun and
James M. Brown and
J. Peter Campbell and
Michael F. Chiang and
Jayashree Kalpathy{-}Cramer and
Vijay Ramaseshan Chandrasekhar and
Pavitra Krishnaswamy and
Khin Mi Mi Aung},
title = {CaRENets: Compact and Resource-Efficient {CNN} for Homomorphic Inference
on Encrypted Medical Images},
journal = {CoRR},
volume = {abs/1901.10074},
year = {2019},
url = {http://arxiv.org/abs/1901.10074},
eprinttype = {arXiv},
eprint = {1901.10074},
timestamp = {Thu, 22 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-10074.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-02312,
author = {Vivek Sharma and
Praneeth Vepakomma and
Tristan Swedish and
Ken Chang and
Jayashree Kalpathy{-}Cramer and
Ramesh Raskar},
title = {ExpertMatcher: Automating {ML} Model Selection for Users in Resource
Constrained Countries},
journal = {CoRR},
volume = {abs/1910.02312},
year = {2019},
url = {http://arxiv.org/abs/1910.02312},
eprinttype = {arXiv},
eprint = {1910.02312},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-02312.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-03731,
author = {Vivek Sharma and
Praneeth Vepakomma and
Tristan Swedish and
Ken Chang and
Jayashree Kalpathy{-}Cramer and
Ramesh Raskar},
title = {ExpertMatcher: Automating {ML} Model Selection for Clients using Hidden
Representations},
journal = {CoRR},
volume = {abs/1910.03731},
year = {2019},
url = {http://arxiv.org/abs/1910.03731},
eprinttype = {arXiv},
eprint = {1910.03731},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-03731.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-06357,
author = {Katharina Hoebel and
Ken Chang and
Jay B. Patel and
Praveer Singh and
Jayashree Kalpathy{-}Cramer},
title = {Give me (un)certainty - An exploration of parameters that affect segmentation
uncertainty},
journal = {CoRR},
volume = {abs/1911.06357},
year = {2019},
url = {http://arxiv.org/abs/1911.06357},
eprinttype = {arXiv},
eprint = {1911.06357},
timestamp = {Fri, 18 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-06357.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-12115,
author = {Maarten G. Poirot and
Praneeth Vepakomma and
Ken Chang and
Jayashree Kalpathy{-}Cramer and
Rajiv Gupta and
Ramesh Raskar},
title = {Split Learning for collaborative deep learning in healthcare},
journal = {CoRR},
volume = {abs/1912.12115},
year = {2019},
url = {http://arxiv.org/abs/1912.12115},
eprinttype = {arXiv},
eprint = {1912.12115},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-12115.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/ChangBLYBBRRK18,
author = {Ken Chang and
Niranjan Balachandar and
Carson K. Lam and
Darvin Yi and
James M. Brown and
Andrew Beers and
Bruce R. Rosen and
Daniel L. Rubin and
Jayashree Kalpathy{-}Cramer},
title = {Distributed deep learning networks among institutions for medical
imaging},
journal = {J. Am. Medical Informatics Assoc.},
volume = {25},
number = {8},
pages = {945--954},
year = {2018},
url = {https://doi.org/10.1093/jamia/ocy017},
doi = {10.1093/JAMIA/OCY017},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jamia/ChangBLYBBRRK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdiq/HopfgartnerHMEB18,
author = {Frank Hopfgartner and
Allan Hanbury and
Henning M{\"{u}}ller and
Ivan Eggel and
Krisztian Balog and
Torben Brodt and
Gordon V. Cormack and
Jimmy Lin and
Jayashree Kalpathy{-}Cramer and
Noriko Kando and
Makoto P. Kato and
Anastasia Krithara and
Tim Gollub and
Martin Potthast and
Evelyne Viegas and
Simon Mercer},
title = {Evaluation-as-a-Service for the Computational Sciences: Overview and
Outlook},
journal = {{ACM} J. Data Inf. Qual.},
volume = {10},
number = {4},
pages = {15:1--15:32},
year = {2018},
url = {https://doi.org/10.1145/3239570},
doi = {10.1145/3239570},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jdiq/HopfgartnerHMEB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ni/OuZDRMGRGKG18,
author = {Yangming Ou and
Lilla Z{\"{o}}llei and
Xiao Da and
Kallirroi Retzepi and
Shawn N. Murphy and
Elizabeth R. Gerstner and
Bruce R. Rosen and
Patricia Ellen Grant and
Jayashree Kalpathy{-}Cramer and
Randy L. Gollub},
title = {Field of View Normalization in Multi-Site Brain {MRI}},
journal = {Neuroinformatics},
volume = {16},
number = {3-4},
pages = {431--444},
year = {2018},
url = {https://doi.org/10.1007/s12021-018-9359-z},
doi = {10.1007/S12021-018-9359-Z},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ni/OuZDRMGRGKG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/CoynerSBKKCJOCC18,
author = {Aaron S. Coyner and
Ryan Swan and
James M. Brown and
Jayashree Kalpathy{-}Cramer and
Sang{-}Jin Kim and
John Peter Campbell and
Karyn Jonas and
Susan Ostmo and
R. V. P. Chan and
Michael F. Chiang},
title = {Deep Learning for Image Quality Assessment of Fundus Images in Retinopathy
of Prematurity},
booktitle = {{AMIA} 2018, American Medical Informatics Association Annual Symposium,
San Francisco, CA, November 3-7, 2018},
publisher = {{AMIA}},
year = {2018},
url = {https://knowledge.amia.org/67852-amia-1.4259402/t005-1.4263615/t005-1.4263616/2952365-1.4263743/2976667-1.4263740},
timestamp = {Wed, 17 Apr 2024 11:47:15 +0200},
biburl = {https://dblp.org/rec/conf/amia/CoynerSBKKCJOCC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GuoTKOCCEDI18,
author = {Yuan Guo and
Peng Tian and
Jayashree Kalpathy{-}Cramer and
Susan Ostmo and
J. Peter Campbell and
Michael F. Chiang and
Deniz Erdogmus and
Jennifer G. Dy and
Stratis Ioannidis},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Experimental Design under the Bradley-Terry Model},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {2198--2204},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/304},
doi = {10.24963/IJCAI.2018/304},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/GuoTKOCCEDI18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/BeersCBGRK18,
author = {Andrew Beers and
Ken Chang and
James M. Brown and
Elizabeth R. Gerstner and
Bruce R. Rosen and
Jayashree Kalpathy{-}Cramer},
editor = {Elsa D. Angelini and
Bennett A. Landman},
title = {Sequential neural networks for biologically-informed glioma segmentation},
booktitle = {Medical Imaging 2018: Image Processing, Houston, Texas, United States,
10-15 February 2018},
series = {{SPIE} Proceedings},
volume = {10574},
pages = {1057433},
publisher = {{SPIE}},
year = {2018},
url = {https://doi.org/10.1117/12.2293941},
doi = {10.1117/12.2293941},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miip/BeersCBGRK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-03144,
author = {Andrew Beers and
James M. Brown and
Ken Chang and
J. Peter Campbell and
Susan Ostmo and
Michael F. Chiang and
Jayashree Kalpathy{-}Cramer},
title = {High-resolution medical image synthesis using progressively grown
generative adversarial networks},
journal = {CoRR},
volume = {abs/1805.03144},
year = {2018},
url = {http://arxiv.org/abs/1805.03144},
eprinttype = {arXiv},
eprint = {1805.03144},
timestamp = {Thu, 22 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-03144.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-04589,
author = {Andrew Beers and
James M. Brown and
Ken Chang and
Katharina Hoebel and
Elizabeth R. Gerstner and
Bruce R. Rosen and
Jayashree Kalpathy{-}Cramer},
title = {DeepNeuro: an open-source deep learning toolbox for neuroimaging},
journal = {CoRR},
volume = {abs/1808.04589},
year = {2018},
url = {http://arxiv.org/abs/1808.04589},
eprinttype = {arXiv},
eprint = {1808.04589},
timestamp = {Wed, 17 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-04589.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-02539,
author = {Szu{-}Yeu Hu and
Andrew Beers and
Ken Chang and
Kathi H{\"{o}}bel and
J. Peter Campbell and
Deniz Erdogmus and
Stratis Ioannidis and
Jennifer G. Dy and
Michael F. Chiang and
Jayashree Kalpathy{-}Cramer and
James M. Brown},
title = {Deep feature transfer between localization and segmentation tasks},
journal = {CoRR},
volume = {abs/1811.02539},
year = {2018},
url = {http://arxiv.org/abs/1811.02539},
eprinttype = {arXiv},
eprint = {1811.02539},
timestamp = {Thu, 22 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-02539.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-07832,
author = {Bruno Lecouat and
Ken Chang and
Chuan{-}Sheng Foo and
Balagopal Unnikrishnan and
James M. Brown and
Houssam Zenati and
Andrew Beers and
Vijay Chandrasekhar and
Jayashree Kalpathy{-}Cramer and
Pavitra Krishnaswamy},
title = {Semi-Supervised Deep Learning for Abnormality Classification in Retinal
Images},
journal = {CoRR},
volume = {abs/1812.07832},
year = {2018},
url = {http://arxiv.org/abs/1812.07832},
eprinttype = {arXiv},
eprint = {1812.07832},
timestamp = {Thu, 22 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-07832.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/LeDKGBUA17,
author = {Matthieu L{\^{e}} and
Herv{\'{e}} Delingette and
Jayashree Kalpathy{-}Cramer and
Elizabeth R. Gerstner and
Tracy Batchelor and
Jan Unkelbach and
Nicholas Ayache},
title = {Personalized Radiotherapy Planning Based on a Computational Tumor
Growth Model},
journal = {{IEEE} Trans. Medical Imaging},
volume = {36},
number = {3},
pages = {815--825},
year = {2017},
url = {https://doi.org/10.1109/TMI.2016.2626443},
doi = {10.1109/TMI.2016.2626443},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/LeDKGBUA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/CoynerSKKCJOCC17,
author = {Aaron S. Coyner and
Ryan Swan and
Jayashree Kalpathy{-}Cramer and
Sang{-}Jin Kim and
John Peter Campbell and
Karyn Jonas and
Susan Ostmo and
R. V. P. Chan and
Michael F. Chiang},
title = {Automated Image Quality Assessment for Fundus Images in Retinopathy
of Prematurity},
booktitle = {{AMIA} 2017, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 4-8, 2017},
publisher = {{AMIA}},
year = {2017},
url = {https://knowledge.amia.org/65881-amiab-1.4254737/t004-1.4257399/f004-1.4257400/2728210-1.4258216/2731602-1.4258213},
timestamp = {Wed, 17 Apr 2024 11:47:24 +0200},
biburl = {https://dblp.org/rec/conf/amia/CoynerSKKCJOCC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-07808,
author = {Cagdas Ulas and
Christine Preibisch and
Jonathan Sperl and
Thomas Pyka and
Jayashree Kalpathy{-}Cramer and
Bjoern Holger Menze},
title = {Accelerated Reconstruction of Perfusion-Weighted {MRI} Enforcing Jointly
Local and Nonlocal Spatio-temporal Constraints},
journal = {CoRR},
volume = {abs/1708.07808},
year = {2017},
url = {http://arxiv.org/abs/1708.07808},
eprinttype = {arXiv},
eprint = {1708.07808},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-07808.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-02967,
author = {Andrew Beers and
Ken Chang and
James M. Brown and
Emmett Sartor and
C. P. Mammen and
Elizabeth R. Gerstner and
Bruce R. Rosen and
Jayashree Kalpathy{-}Cramer},
title = {Sequential 3D U-Nets for Biologically-Informed Brain Tumor Segmentation},
journal = {CoRR},
volume = {abs/1709.02967},
year = {2017},
url = {http://arxiv.org/abs/1709.02967},
eprinttype = {arXiv},
eprint = {1709.02967},
timestamp = {Wed, 17 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-02967.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-05929,
author = {Ken Chang and
Niranjan Balachandar and
Carson K. Lam and
Darvin Yi and
James M. Brown and
Andrew Beers and
Bruce R. Rosen and
Daniel L. Rubin and
Jayashree Kalpathy{-}Cramer},
title = {Institutionally Distributed Deep Learning Networks},
journal = {CoRR},
volume = {abs/1709.05929},
year = {2017},
url = {http://arxiv.org/abs/1709.05929},
eprinttype = {arXiv},
eprint = {1709.05929},
timestamp = {Wed, 17 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-05929.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdi/Kalpathy-Cramer16,
author = {Jayashree Kalpathy{-}Cramer and
Binsheng Zhao and
Dmitry B. Goldgof and
Yuhua Gu and
Xingwei Wang and
Hao Yang and
Yongqiang Tan and
Robert J. Gillies and
Sandy Napel},
title = {A Comparison of Lung Nodule Segmentation Algorithms: Methods and Results
from a Multi-institutional Study},
journal = {J. Digit. Imaging},
volume = {29},
number = {4},
pages = {476--487},
year = {2016},
url = {https://doi.org/10.1007/s10278-016-9859-z},
doi = {10.1007/S10278-016-9859-Z},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jdi/Kalpathy-Cramer16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigir/MullerKHFSPKCTN16,
author = {Henning M{\"{u}}ller and
Jayashree Kalpathy{-}Cramer and
Allan Hanbury and
Keyvan Farahani and
Rinat Sergeev and
Jin H. Paik and
Arno Klein and
Antonio Criminisi and
Andrew D. Trister and
Thea Norman and
David N. Kennedy and
Ganapati Srinivasa and
Artem Mamonov and
Nina Preuss},
title = {Report on the Cloud-Based Evaluation Approaches Workshop 2015},
journal = {{SIGIR} Forum},
volume = {50},
number = {1},
pages = {38--41},
year = {2016},
url = {https://doi.org/10.1145/2964797.2964804},
doi = {10.1145/2964797.2964804},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigir/MullerKHFSPKCTN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/LeDKGBUA16,
author = {Matthieu L{\^{e}} and
Herv{\'{e}} Delingette and
Jayashree Kalpathy{-}Cramer and
Elizabeth R. Gerstner and
Tracy Batchelor and
Jan Unkelbach and
Nicholas Ayache},
title = {{MRI} Based Bayesian Personalization of a Tumor Growth Model},
journal = {{IEEE} Trans. Medical Imaging},
volume = {35},
number = {10},
pages = {2329--2339},
year = {2016},
url = {https://doi.org/10.1109/TMI.2016.2561098},
doi = {10.1109/TMI.2016.2561098},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/LeDKGBUA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/CooperKHS16,
author = {Lee A. D. Cooper and
Jayashree Kalpathy{-}Cramer and
William Hsu and
Ashish Sharma},
title = {Quantitative Imaging and Imaging Informatics in the Era of Precision
Medicine},
booktitle = {{AMIA} 2016, American Medical Informatics Association Annual Symposium,
Chicago, IL, USA, November 12-16, 2016},
publisher = {{AMIA}},
year = {2016},
url = {https://knowledge.amia.org/amia-63300-1.3360278/t009-1.3369175/f009-1.3369176/2499865-1.3369192/2500110-1.3369190},
timestamp = {Wed, 17 Apr 2024 11:47:32 +0200},
biburl = {https://dblp.org/rec/conf/amia/CooperKHS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/TianCKOJCCCE16,
author = {Peng Tian and
Esra Ataer Cansizoglu and
Jayashree Kalpathy{-}Cramer and
Susan Ostmo and
Karyn Jonas and
R. V. P. Chan and
J. Peter Campbell and
Michael F. Chiang and
Deniz Erdogmus},
title = {Toward a severity index for {ROP:} An unsupervised approach},
booktitle = {38th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2016, Orlando, FL, USA, August
16-20, 2016},
pages = {1312--1315},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/EMBC.2016.7590948},
doi = {10.1109/EMBC.2016.7590948},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/TianCKOJCCCE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmig/Demner-FushmanAKM15,
author = {Dina Demner{-}Fushman and
Sameer K. Antani and
Jayashree Kalpathy{-}Cramer and
Henning M{\"{u}}ller},
title = {A decade of community-wide efforts in advancing medical image understanding
and retrieval},
journal = {Comput. Medical Imaging Graph.},
volume = {39},
pages = {1--2},
year = {2015},
url = {https://doi.org/10.1016/j.compmedimag.2014.12.002},
doi = {10.1016/J.COMPMEDIMAG.2014.12.002},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmig/Demner-FushmanAKM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmig/Kalpathy-CramerHDABM15,
author = {Jayashree Kalpathy{-}Cramer and
Alba Garcia Seco de Herrera and
Dina Demner{-}Fushman and
Sameer K. Antani and
Steven Bedrick and
Henning M{\"{u}}ller},
title = {Evaluating performance of biomedical image retrieval systems - An
overview of the medical image retrieval task at ImageCLEF 2004-2013},
journal = {Comput. Medical Imaging Graph.},
volume = {39},
pages = {55--61},
year = {2015},
url = {https://doi.org/10.1016/j.compmedimag.2014.03.004},
doi = {10.1016/J.COMPMEDIMAG.2014.03.004},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmig/Kalpathy-CramerHDABM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/Bolon-CanedoCEK15,
author = {Ver{\'{o}}nica Bol{\'{o}}n{-}Canedo and
Esra Ataer Cansizoglu and
Deniz Erdogmus and
Jayashree Kalpathy{-}Cramer and
Oscar Fontenla{-}Romero and
Amparo Alonso{-}Betanzos and
Michael F. Chiang},
title = {Dealing with inter-expert variability in retinopathy of prematurity:
{A} machine learning approach},
journal = {Comput. Methods Programs Biomed.},
volume = {122},
number = {1},
pages = {1--15},
year = {2015},
url = {https://doi.org/10.1016/j.cmpb.2015.06.004},
doi = {10.1016/J.CMPB.2015.06.004},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmpb/Bolon-CanedoCEK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigir/HopfgartnerHMKM15,
author = {Frank Hopfgartner and
Allan Hanbury and
Henning M{\"{u}}ller and
Noriko Kando and
Simon Mercer and
Jayashree Kalpathy{-}Cramer and
Martin Potthast and
Tim Gollub and
Anastasia Krithara and
Jimmy Lin and
Krisztian Balog and
Ivan Eggel},
title = {Report on the Evaluation-as-a-Service (EaaS) Expert Workshop},
journal = {{SIGIR} Forum},
volume = {49},
number = {1},
pages = {57--65},
year = {2015},
url = {https://doi.org/10.1145/2795403.2795416},
doi = {10.1145/2795403.2795416},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigir/HopfgartnerHMKM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/MenzeJBKFKBPSWL15,
author = {Bjoern H. Menze and
Andr{\'{a}}s Jakab and
Stefan Bauer and
Jayashree Kalpathy{-}Cramer and
Keyvan Farahani and
Justin S. Kirby and
Yuliya Burren and
Nicole Porz and
Johannes Slotboom and
Roland Wiest and
Levente Lanczi and
Elizabeth R. Gerstner and
Marc{-}Andr{\'{e}} Weber and
Tal Arbel and
Brian B. Avants and
Nicholas Ayache and
Patricia Buendia and
D. Louis Collins and
Nicolas Cordier and
Jason J. Corso and
Antonio Criminisi and
Tilak Das and
Herve Delingette and
{\c{C}}agatay Demiralp and
Christopher R. Durst and
Michel Dojat and
Senan Doyle and
Joana Festa and
Florence Forbes and
Ezequiel Geremia and
Ben Glocker and
Polina Golland and
Xiaotao Guo and
Andac Hamamci and
Khan M. Iftekharuddin and
Raj Jena and
Nigel M. John and
Ender Konukoglu and
Danial Lashkari and
Jos{\'{e}} Antonio Mariz and
Raphael Meier and
S{\'{e}}rgio Pereira and
Doina Precup and
Stephen J. Price and
Tammy Riklin Raviv and
Syed M. S. Reza and
Michael T. Ryan and
Duygu Sarikaya and
Lawrence H. Schwartz and
Hoo{-}Chang Shin and
Jamie Shotton and
Carlos A. Silva and
Nuno J. Sousa and
Nagesh K. Subbanna and
G{\'{a}}bor Sz{\'{e}}kely and
Thomas J. Taylor and
Owen M. Thomas and
Nicholas J. Tustison and
G{\"{o}}zde B. {\"{U}}nal and
Flor Vasseur and
Max Wintermark and
Dong Hye Ye and
Liang Zhao and
Binsheng Zhao and
Darko Zikic and
Marcel Prastawa and
Mauricio Reyes and
Koen Van Leemput},
title = {The Multimodal Brain Tumor Image Segmentation Benchmark {(BRATS)}},
journal = {{IEEE} Trans. Medical Imaging},
volume = {34},
number = {10},
pages = {1993--2024},
year = {2015},
url = {https://doi.org/10.1109/TMI.2014.2377694},
doi = {10.1109/TMI.2014.2377694},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/MenzeJBKFKBPSWL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/Jafari-Khouzani15,
author = {Kourosh Jafari{-}Khouzani and
Elizabeth R. Gerstner and
Bruce R. Rosen and
Jayashree Kalpathy{-}Cramer},
title = {Upsampling dynamic contrast enhanced {MRI}},
booktitle = {12th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2015, Brooklyn, NY, USA, April 16-19, 2015},
pages = {1032--1035},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ISBI.2015.7164047},
doi = {10.1109/ISBI.2015.7164047},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/Jafari-Khouzani15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/Bolon-CanedoCEK15,
author = {Ver{\'{o}}nica Bol{\'{o}}n{-}Canedo and
Esra Ataer Cansizoglu and
Deniz Erdogmus and
Jayashree Kalpathy{-}Cramer and
Michael F. Chiang},
title = {A GMM-based feature extraction technique for the automated diagnosis
of Retinopathy of Prematurity},
booktitle = {12th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2015, Brooklyn, NY, USA, April 16-19, 2015},
pages = {1498--1501},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ISBI.2015.7164161},
doi = {10.1109/ISBI.2015.7164161},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/Bolon-CanedoCEK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/CansizogluTKCE15,
author = {Esra Ataer Cansizoglu and
Yuichi Taguchi and
Jayashree Kalpathy{-}Cramer and
Michael F. Chiang and
Deniz Erdogmus},
title = {Analysis of shape assumptions in 3D reconstruction of retina from
multiple fundus images},
booktitle = {12th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2015, Brooklyn, NY, USA, April 16-19, 2015},
pages = {1502--1505},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ISBI.2015.7164162},
doi = {10.1109/ISBI.2015.7164162},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/CansizogluTKCE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LeDKGBUA15,
author = {Matthieu L{\^{e}} and
Herv{\'{e}} Delingette and
Jayashree Kalpathy{-}Cramer and
Elizabeth R. Gerstner and
Tracy Batchelor and
Jan Unkelbach and
Nicholas Ayache},
editor = {Nassir Navab and
Joachim Hornegger and
William M. Wells III and
Alejandro F. Frangi},
title = {Bayesian Personalization of Brain Tumor Growth Model},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2015 - 18th International Conference Munich, Germany, October 5-9,
2015, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9350},
pages = {424--432},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24571-3\_51},
doi = {10.1007/978-3-319-24571-3\_51},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/LeDKGBUA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HanburyMBBCEGHK15,
author = {Allan Hanbury and
Henning M{\"{u}}ller and
Krisztian Balog and
Torben Brodt and
Gordon V. Cormack and
Ivan Eggel and
Tim Gollub and
Frank Hopfgartner and
Jayashree Kalpathy{-}Cramer and
Noriko Kando and
Anastasia Krithara and
Jimmy Lin and
Simon Mercer and
Martin Potthast},
title = {Evaluation-as-a-Service: Overview and Outlook},
journal = {CoRR},
volume = {abs/1512.07454},
year = {2015},
url = {http://arxiv.org/abs/1512.07454},
eprinttype = {arXiv},
eprint = {1512.07454},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HanburyMBBCEGHK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejivp/DizdarogluCKKCE14,
author = {Bekir Dizdaroglu and
Esra Ataer Cansizoglu and
Jayashree Kalpathy{-}Cramer and
Katie Keck and
Michael F. Chiang and
Deniz Erdogmus},
title = {Structure-based level set method for automatic retinal vasculature
segmentation},
journal = {{EURASIP} J. Image Video Process.},
volume = {2014},
pages = {39},
year = {2014},
url = {https://doi.org/10.1186/1687-5281-2014-39},
doi = {10.1186/1687-5281-2014-39},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ejivp/DizdarogluCKKCE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fini/GutmanDCSKE14,
author = {David A. Gutman and
William D. Dunn and
Jake Cobb and
Richard Martin Stoner and
Jayashree Kalpathy{-}Cramer and
Bradley J. Erickson},
title = {Web based tools for visualizing imaging data and development of XNATView,
a zero footprint image viewer},
journal = {Frontiers Neuroinformatics},
volume = {8},
pages = {53},
year = {2014},
url = {https://doi.org/10.3389/fninf.2014.00053},
doi = {10.3389/FNINF.2014.00053},
timestamp = {Thu, 11 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fini/GutmanDCSKE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdi/Kalpathy-CramerABRRF14,
author = {Jayashree Kalpathy{-}Cramer and
Musaddiq Awan and
Steven Bedrick and
Coen R. N. Rasch and
David I. Rosenthal and
Clifton D. Fuller},
title = {Development of a Software for Quantitative Evaluation Radiotherapy
Target and Organ-at-Risk Segmentation Comparison},
journal = {J. Digit. Imaging},
volume = {27},
number = {1},
pages = {108--119},
year = {2014},
url = {https://doi.org/10.1007/s10278-013-9633-4},
doi = {10.1007/S10278-013-9633-4},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jdi/Kalpathy-CramerABRRF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/CansizogluBKSE13,
author = {Esra Ataer Cansizoglu and
Erhan Bas and
Jayashree Kalpathy{-}Cramer and
Gregory C. Sharp and
Deniz Erdogmus},
title = {Contour-based shape representation using principal curves},
journal = {Pattern Recognit.},
volume = {46},
number = {4},
pages = {1140--1150},
year = {2013},
url = {https://doi.org/10.1016/j.patcog.2012.10.014},
doi = {10.1016/J.PATCOG.2012.10.014},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/CansizogluBKSE13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/HerreraKDAM13,
author = {Alba Garcia Seco de Herrera and
Jayashree Kalpathy{-}Cramer and
Dina Demner{-}Fushman and
Sameer K. Antani and
Henning M{\"{u}}ller},
editor = {Pamela Forner and
Roberto Navigli and
Dan Tufis and
Nicola Ferro},
title = {Overview of the ImageCLEF 2013 Medical Tasks},
booktitle = {Working Notes for {CLEF} 2013 Conference , Valencia, Spain, September
23-26, 2013},
series = {{CEUR} Workshop Proceedings},
volume = {1179},
publisher = {CEUR-WS.org},
year = {2013},
url = {https://ceur-ws.org/Vol-1179/CLEF2013wn-ImageCLEF-SecoDeHerreraEt2013b.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:37 +0100},
biburl = {https://dblp.org/rec/conf/clef/HerreraKDAM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/TaliercioLKO13,
author = {Vanina Taliercio and
Judith R. Logan and
Jayashree Kalpathy{-}Cramer and
Paula Otero},
editor = {Christoph Ulrich Lehmann and
Elske Ammenwerth and
Christian N{\o}hr},
title = {Developing a Survey to Assess Factors that Contribute to Physician
Involvement in Clinical Research},
booktitle = {{MEDINFO} 2013 - Proceedings of the 14th World Congress on Medical
and Health Informatics, 20-13 August 2013, Copenhagen, Denmark},
series = {Studies in Health Technology and Informatics},
volume = {192},
pages = {107--111},
publisher = {{IOS} Press},
year = {2013},
url = {https://doi.org/10.3233/978-1-61499-289-9-107},
doi = {10.3233/978-1-61499-289-9-107},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/medinfo/TaliercioLKO13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdi/KahnKLE12,
author = {Charles E. Kahn Jr. and
Jayashree Kalpathy{-}Cramer and
Cesar A. Lam and
Christina E. Eldredge},
title = {Accurate Determination of Imaging Modality using an Ensemble of Text-
and Image-Based Classifiers},
journal = {J. Digit. Imaging},
volume = {25},
number = {1},
pages = {37--42},
year = {2012},
url = {https://doi.org/10.1007/s10278-011-9399-5},
doi = {10.1007/S10278-011-9399-5},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jdi/KahnKLE12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/MullerHKDAE12,
author = {Henning M{\"{u}}ller and
Alba Garcia Seco de Herrera and
Jayashree Kalpathy{-}Cramer and
Dina Demner{-}Fushman and
Sameer K. Antani and
Ivan Eggel},
editor = {Pamela Forner and
Jussi Karlgren and
Christa Womser{-}Hacker},
title = {Overview of the ImageCLEF 2012 Medical Image Retrieval and Classification
Tasks},
booktitle = {{CLEF} 2012 Evaluation Labs and Workshop, Online Working Notes, Rome,
Italy, September 17-20, 2012},
series = {{CEUR} Workshop Proceedings},
volume = {1178},
publisher = {CEUR-WS.org},
year = {2012},
url = {https://ceur-ws.org/Vol-1178/CLEF2012wn-ImageCLEF-MullerEt2012.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:42 +0100},
biburl = {https://dblp.org/rec/conf/clef/MullerHKDAE12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/BasCEK12,
author = {Erhan Bas and
Esra Ataer Cansizoglu and
Deniz Erdogmus and
Jayashree Kalpathy{-}Cramer},
title = {Retinal vasculature segmentation using principal spanning forests},
booktitle = {9th {IEEE} International Symposium on Biomedical Imaging: From Nano
to Macro, {ISBI} 2012, May 2-5, 2012, Barcelona, Spain, Proceedings},
pages = {1792--1795},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ISBI.2012.6235930},
doi = {10.1109/ISBI.2012.6235930},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/isbi/BasCEK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/CansizogluYKKCE12,
author = {Esra Ataer Cansizoglu and
Sheng You and
Jayashree Kalpathy{-}Cramer and
Katie Keck and
Michael F. Chiang and
Deniz Erdogmus},
title = {Observer and feature analysis on diagnosis of retinopathy of prematurity},
booktitle = {{IEEE} International Workshop on Machine Learning for Signal Processing,
{MLSP} 2012, Santander, Spain, September 23-26, 2012},
pages = {1--6},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/MLSP.2012.6349809},
doi = {10.1109/MLSP.2012.6349809},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/CansizogluYKKCE12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/DizdaroCKKCE12,
author = {Bekir Dizdaroglu and
Esra Ataer Cansizoglu and
Jayashree Kalpathy{-}Cramer and
Katie Keck and
Michael F. Chiang and
Deniz Erdogmus},
title = {Level sets for retinal vasculature segmentation using seeds from ridges
and edges from phase maps},
booktitle = {{IEEE} International Workshop on Machine Learning for Signal Processing,
{MLSP} 2012, Santander, Spain, September 23-26, 2012},
pages = {1--6},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/MLSP.2012.6349730},
doi = {10.1109/MLSP.2012.6349730},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/DizdaroCKKCE12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/Kalpathy-CramerMBEHT11,
author = {Jayashree Kalpathy{-}Cramer and
Henning M{\"{u}}ller and
Steven Bedrick and
Ivan Eggel and
Alba Garcia Seco de Herrera and
Theodora Tsikrika},
editor = {Vivien Petras and
Pamela Forner and
Paul D. Clough},
title = {Overview of the {CLEF} 2011 Medical Image Classification and Retrieval
Tasks},
booktitle = {{CLEF} 2011 Labs and Workshop, Notebook Papers, 19-22 September 2011,
Amsterdam, The Netherlands},
series = {{CEUR} Workshop Proceedings},
volume = {1177},
publisher = {CEUR-WS.org},
year = {2011},
url = {https://ceur-ws.org/Vol-1177/CLEF2011wn-ImageCLEF-Kapalthy-CramerEt2011.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:36 +0100},
biburl = {https://dblp.org/rec/conf/clef/Kalpathy-CramerMBEHT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/YouBCKE11,
author = {Sheng You and
Erhan Bas and
Esra Ataer Cansizoglu and
Jayashree Kalpathy{-}Cramer and
Deniz Erdogmus},
title = {Principal curve based semi-automatic segmentation of organs in 3D-CT},
booktitle = {33rd Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2011, Boston, MA, USA, August
30 - Sept. 3, 2011},
pages = {6220--6223},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IEMBS.2011.6091536},
doi = {10.1109/IEMBS.2011.6091536},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/embc/YouBCKE11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hisb/YouBEK11,
author = {Sheng You and
Erhan Bas and
Deniz Erdogmus and
Jayashree Kalpathy{-}Cramer},
title = {Principal Curved Based Retinal Vessel Segmentation towards Diagnosis
of Retinal Diseases},
booktitle = {2011 {IEEE} International Conference on Healthcare Informatics, Imaging
and Systems Biology, {HISB} 2011, San Jose, CA, USA, July 26-29, 2011},
pages = {331--337},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/HISB.2011.39},
doi = {10.1109/HISB.2011.39},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hisb/YouBEK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/CaoKU11,
author = {Yu Cao and
Jayashree Kalpathy{-}Cramer and
Devrim {\"{U}}nay},
editor = {K. Sel{\c{c}}uk Candan and
Sethuraman Panchanathan and
Balakrishnan Prabhakaran and
Hari Sundaram and
Wu{-}chi Feng and
Nicu Sebe},
title = {Medical multimedia analysis and retrieval},
booktitle = {Proceedings of the 19th International Conference on Multimedia 2011,
Scottsdale, AZ, USA, November 28 - December 1, 2011},
pages = {617--618},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2072298.2072393},
doi = {10.1145/2072298.2072393},
timestamp = {Mon, 22 Apr 2024 21:24:20 +0200},
biburl = {https://dblp.org/rec/conf/mm/CaoKU11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/BedrickK10,
author = {Steven Bedrick and
Jayashree Kalpathy{-}Cramer},
editor = {Martin Braschler and
Donna Harman and
Emanuele Pianta},
title = {Improving Retrieval Using External Annotations: {OHSU} at ImageCLEF
2010},
booktitle = {{CLEF} 2010 LABs and Workshops, Notebook Papers, 22-23 September 2010,
Padua, Italy},
series = {{CEUR} Workshop Proceedings},
volume = {1176},
publisher = {CEUR-WS.org},
year = {2010},
url = {https://ceur-ws.org/Vol-1176/CLEF2010wn-ImageCLEF-BedrickEt2010.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:37 +0100},
biburl = {https://dblp.org/rec/conf/clef/BedrickK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/MullerKEBRKH10,
author = {Henning M{\"{u}}ller and
Jayashree Kalpathy{-}Cramer and
Ivan Eggel and
Steven Bedrick and
Joe Reisetter and
Charles E. Kahn Jr. and
William R. Hersh},
editor = {Martin Braschler and
Donna Harman and
Emanuele Pianta},
title = {Overview of the {CLEF} 2010 Medical Image Retrieval Track},
booktitle = {{CLEF} 2010 LABs and Workshops, Notebook Papers, 22-23 September 2010,
Padua, Italy},
series = {{CEUR} Workshop Proceedings},
volume = {1176},
publisher = {CEUR-WS.org},
year = {2010},
url = {https://ceur-ws.org/Vol-1176/CLEF2010wn-ImageCLEF-MullerEt2010.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/clef/MullerKEBRKH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/YouCETK10,
author = {Sheng You and
Esra Ataer Cansizoglu and
Deniz Erdogmus and
James Tanyi and
Jayashree Kalpathy{-}Cramer},
editor = {Sorin Draghici and
Taghi M. Khoshgoftaar and
Vasile Palade and
Witold Pedrycz and
M. Arif Wani and
Xingquan Zhu},
title = {A Novel Application of Principal Surfaces to Segmentation in 4D-CT
for Radiation Treatment Planning},
booktitle = {The Ninth International Conference on Machine Learning and Applications,
{ICMLA} 2010, Washington, DC, USA, 12-14 December 2010},
pages = {758--763},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICMLA.2010.116},
doi = {10.1109/ICMLA.2010.116},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/YouCETK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/MullerK10a,
author = {Henning M{\"{u}}ller and
Jayashree Kalpathy{-}Cramer},
editor = {Devrim {\"{U}}nay and
Zehra {\c{C}}ataltepe and
Selim Aksoy},
title = {The ImageCLEF Medical Retrieval Task at {ICPR} 2010 - Information
Fusion to Combine Visual and Textual Information},
booktitle = {Recognizing Patterns in Signals, Speech, Images and Videos - {ICPR}
2010 Contests, Istanbul, Turkey, August 23-26, 2010, Contest Reports},
series = {Lecture Notes in Computer Science},
volume = {6388},
pages = {99--108},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-17711-8\_11},
doi = {10.1007/978-3-642-17711-8\_11},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/MullerK10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/MullerK10,
author = {Henning M{\"{u}}ller and
Jayashree Kalpathy{-}Cramer},
title = {The ImageCLEF Medical Retrieval Task at {ICPR} 2010 - Information
Fusion},
booktitle = {20th International Conference on Pattern Recognition, {ICPR} 2010,
Istanbul, Turkey, 23-26 August 2010},
pages = {3284--3287},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICPR.2010.803},
doi = {10.1109/ICPR.2010.803},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/MullerK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/Kalpathy-Cramer10,
author = {Jayashree Kalpathy{-}Cramer and
Steven Bedrick and
Sa{\"{\i}}d Radhouani and
William R. Hersh and
Ivan Eggel and
Charles E. Kahn Jr. and
Henning M{\"{u}}ller},
editor = {Charles Safran and
Shane R. Reti and
Heimar F. Marin},
title = {Retrieving Similar Cases from the Medical Literature - The ImageCLEF
experience},
booktitle = {{MEDINFO} 2010 - Proceedings of the 13th World Congress on Medical
Informatics, Cape Town, South Africa, September 12-15, 2010},
series = {Studies in Health Technology and Informatics},
volume = {160},
pages = {1189--1193},
publisher = {{IOS} Press},
year = {2010},
url = {https://doi.org/10.3233/978-1-60750-588-4-1189},
doi = {10.3233/978-1-60750-588-4-1189},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/medinfo/Kalpathy-Cramer10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mir/Kalpathy-CramerH10,
author = {Jayashree Kalpathy{-}Cramer and
William R. Hersh},
editor = {James Ze Wang and
Nozha Boujemaa and
Nuria Oliver Ramirez and
Apostol Natsev},
title = {Multimodal medical image retrieval: image categorization to improve
search precision},
booktitle = {Proceedings of the 11th {ACM} {SIGMM} International Conference on
Multimedia Information Retrieval, {MIR} 2010, Philadelphia, Pennsylvania,
USA, March 29-31, 2010},
pages = {165--174},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1743384.1743415},
doi = {10.1145/1743384.1743415},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mir/Kalpathy-CramerH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/daglib/p/Kalpathy-CramerBH10,
author = {Jayashree Kalpathy{-}Cramer and
Steven Bedrick and
William R. Hersh},
editor = {Henning M{\"{u}}ller and
Paul D. Clough and
Thomas Deselaers and
Barbara Caputo},
title = {Relevance Judgments for Image Retrieval Evaluation},
booktitle = {ImageCLEF, Experimental Evaluation in Visual Information Retrieval},
pages = {63--80},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15181-1\_4},
doi = {10.1007/978-3-642-15181-1\_4},
timestamp = {Tue, 16 May 2017 14:01:34 +0200},
biburl = {https://dblp.org/rec/books/daglib/p/Kalpathy-CramerBH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/daglib/p/MullerK10,
author = {Henning M{\"{u}}ller and
Jayashree Kalpathy{-}Cramer},
editor = {Henning M{\"{u}}ller and
Paul D. Clough and
Thomas Deselaers and
Barbara Caputo},
title = {The Medical Image Retrieval Task},
booktitle = {ImageCLEF, Experimental Evaluation in Visual Information Retrieval},
pages = {239--257},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15181-1\_13},
doi = {10.1007/978-3-642-15181-1\_13},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/daglib/p/MullerK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/daglib/p/BedrickRK10,
author = {Steven Bedrick and
Sa{\"{\i}}d Radhouani and
Jayashree Kalpathy{-}Cramer},
editor = {Henning M{\"{u}}ller and
Paul D. Clough and
Thomas Deselaers and
Barbara Caputo},
title = {Improving Early Precision in the ImageCLEF Medical Retrieval Task},
booktitle = {ImageCLEF, Experimental Evaluation in Visual Information Retrieval},
pages = {397--413},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15181-1\_21},
doi = {10.1007/978-3-642-15181-1\_21},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/daglib/p/BedrickRK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/clef/2009-2,
editor = {Carol Peters and
Barbara Caputo and
Julio Gonzalo and
Gareth J. F. Jones and
Jayashree Kalpathy{-}Cramer and
Henning M{\"{u}}ller and
Theodora Tsikrika},
title = {Multilingual Information Access Evaluation {II.} Multimedia Experiments
- 10th Workshop of the Cross-Language Evaluation Forum, {CLEF} 2009,
Corfu, Greece, September 30 - October 2, 2009, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {6242},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15751-6},
doi = {10.1007/978-3-642-15751-6},
isbn = {978-3-642-15750-9},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/clef/2009-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2009mcbr,
editor = {Barbara Caputo and
Henning M{\"{u}}ller and
Tanveer Fathima Syeda{-}Mahmood and
James S. Duncan and
Fei Wang and
Jayashree Kalpathy{-}Cramer},
title = {Medical Content-Based Retrieval for Clinical Decision Support, First
{MICCAI} International Workshop, {MCBR-CDS} 2009, London, UK, September
20, 2009, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {5853},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-11769-5},
doi = {10.1007/978-3-642-11769-5},
isbn = {978-3-642-11768-8},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/2009mcbr.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijhisi/MullerK09,
author = {Henning M{\"{u}}ller and
Jayashree Kalpathy{-}Cramer},
title = {Putting the Content Into Context: Features and Gaps in Image Retrieval},
journal = {Int. J. Heal. Inf. Syst. Informatics},
volume = {4},
number = {1},
pages = {88--98},
year = {2009},
url = {https://doi.org/10.4018/jhisi.2009010106},
doi = {10.4018/JHISI.2009010106},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijhisi/MullerK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdi/HershMK09,
author = {William R. Hersh and
Henning M{\"{u}}ller and
Jayashree Kalpathy{-}Cramer},
title = {The ImageCLEFmed Medical Image Retrieval Task Test Collection},
journal = {J. Digit. Imaging},
volume = {22},
number = {6},
pages = {648--655},
year = {2009},
url = {https://doi.org/10.1007/s10278-008-9154-8},
doi = {10.1007/S10278-008-9154-8},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jdi/HershMK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/MullerKEBRBKH09,
author = {Henning M{\"{u}}ller and
Jayashree Kalpathy{-}Cramer and
Ivan Eggel and
Steven Bedrick and
Sa{\"{\i}}d Radhouani and
Brian Bakke and
Charles E. Kahn Jr. and
William R. Hersh},
editor = {Carol Peters and
Barbara Caputo and
Julio Gonzalo and
Gareth J. F. Jones and
Jayashree Kalpathy{-}Cramer and
Henning M{\"{u}}ller and
Theodora Tsikrika},
title = {Overview of the {CLEF} 2009 Medical Image Retrieval Track},
booktitle = {Multilingual Information Access Evaluation {II.} Multimedia Experiments
- 10th Workshop of the Cross-Language Evaluation Forum, {CLEF} 2009,
Corfu, Greece, September 30 - October 2, 2009, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {6242},
pages = {72--84},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-15751-6\_8},
doi = {10.1007/978-3-642-15751-6\_8},
timestamp = {Thu, 14 Oct 2021 10:15:56 +0200},
biburl = {https://dblp.org/rec/conf/clef/MullerKEBRBKH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/MullerKEBRBKH09a,
author = {Henning M{\"{u}}ller and
Jayashree Kalpathy{-}Cramer and
Ivan Eggel and
Steven Bedrick and
Sa{\"{\i}}d Radhouani and
Brian Bakke and
Charles E. Kahn Jr. and
William R. Hersh},
editor = {Carol Peters and
Nicola Ferro},
title = {Overview of the {CLEF} 2009 Medical Image Retrieval Track},
booktitle = {Working Notes for {CLEF} 2009 Workshop co-located with the 13th European
Conference on Digital Libraries {(ECDL} 2009) , Corf{\`{u}}, Greece,
September 30 - October 2, 2009},
series = {{CEUR} Workshop Proceedings},
volume = {1175},
publisher = {CEUR-WS.org},
year = {2009},
url = {https://ceur-ws.org/Vol-1175/CLEF2009wn-ImageCLEF-MullerEt2009.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:36 +0100},
biburl = {https://dblp.org/rec/conf/clef/MullerKEBRBKH09a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/RadhouaniKBBH09,
author = {Sa{\"{\i}}d Radhouani and
Jayashree Kalpathy{-}Cramer and
Steven Bedrick and
Brian Bakke and
William R. Hersh},
editor = {Carol Peters and
Barbara Caputo and
Julio Gonzalo and
Gareth J. F. Jones and
Jayashree Kalpathy{-}Cramer and
Henning M{\"{u}}ller and
Theodora Tsikrika},
title = {Using Media Fusion and Domain Dimensions to Improve Precision in Medical
Image Retrieval},
booktitle = {Multilingual Information Access Evaluation {II.} Multimedia Experiments
- 10th Workshop of the Cross-Language Evaluation Forum, {CLEF} 2009,
Corfu, Greece, September 30 - October 2, 2009, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {6242},
pages = {223--230},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-15751-6\_27},
doi = {10.1007/978-3-642-15751-6\_27},
timestamp = {Sat, 16 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/clef/RadhouaniKBBH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/RadhouaniKBBH09a,
author = {Sa{\"{\i}}d Radhouani and
Jayashree Kalpathy{-}Cramer and
Steven Bedrick and
Brian Bakke and
William R. Hersh},
editor = {Carol Peters and
Nicola Ferro},
title = {Multimodal Medical Image Retrieval: Improving Precision at ImageCLEF
2009},
booktitle = {Working Notes for {CLEF} 2009 Workshop co-located with the 13th European
Conference on Digital Libraries {(ECDL} 2009) , Corf{\`{u}}, Greece,
September 30 - October 2, 2009},
series = {{CEUR} Workshop Proceedings},
volume = {1175},
publisher = {CEUR-WS.org},
year = {2009},
url = {https://ceur-ws.org/Vol-1175/CLEF2009wn-ImageCLEF-RadhouaniEt2009.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/clef/RadhouaniKBBH09a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/MullerKCSW09,
author = {Henning M{\"{u}}ller and
Jayashree Kalpathy{-}Cramer and
Barbara Caputo and
Tanveer Fathima Syeda{-}Mahmood and
Fei Wang},
editor = {Barbara Caputo and
Henning M{\"{u}}ller and
Tanveer Fathima Syeda{-}Mahmood and
James S. Duncan and
Fei Wang and
Jayashree Kalpathy{-}Cramer},
title = {Overview of the First Workshop on Medical Content-Based Retrieval
for Clinical Decision Support at {MICCAI} 2009},
booktitle = {Medical Content-Based Retrieval for Clinical Decision Support, First
{MICCAI} International Workshop, {MCBR-CDS} 2009, London, UK, September
20, 2009, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {5853},
pages = {1--17},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-11769-5\_1},
doi = {10.1007/978-3-642-11769-5\_1},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/MullerKCSW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/Kalpathy-Cramer09,
author = {Jayashree Kalpathy{-}Cramer and
Umut Ozertem and
William R. Hersh and
Martin Fuss and
Deniz Erdogmus},
editor = {Josien P. W. Pluim and
Benoit M. Dawant},
title = {Robust segmentation using non-parametric snakes with multiple cues
for applications in radiation oncology},
booktitle = {Medical Imaging 2009: Image Processing, Lake Buena Vista (Orlando
Area), Florida, United States, 7-12 February 2009},
series = {{SPIE} Proceedings},
volume = {7259},
pages = {72594S},
publisher = {{SPIE}},
year = {2009},
url = {https://doi.org/10.1117/12.812712},
doi = {10.1117/12.812712},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miip/Kalpathy-Cramer09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/Kalpathy-CramerH08,
author = {Jayashree Kalpathy{-}Cramer and
William R. Hersh},
title = {Effectiveness of global features for automatic medical image classification
and retrieval - The experiences of {OHSU} at ImageCLEFmed},
journal = {Pattern Recognit. Lett.},
volume = {29},
number = {15},
pages = {2032--2038},
year = {2008},
url = {https://doi.org/10.1016/j.patrec.2008.05.013},
doi = {10.1016/J.PATREC.2008.05.013},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/Kalpathy-CramerH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/Kalpathy-CramerHKTW08,
author = {Jayashree Kalpathy{-}Cramer and
William R. Hersh and
Jong Song Kim and
Charles R. Thomas and
Samuel J. Wang},
title = {Survival Prediction Models for Estimating the Benefit of Post-Operative
Radiation Therapy for Gallbladder Cancer and Lung Cancer},
booktitle = {{AMIA} 2008, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 8-12, 2008},
publisher = {{AMIA}},
year = {2008},
url = {https://knowledge.amia.org/amia-55142-a2008a-1.625176/t-001-1.626020/f-001-1.626021/a-071-1.626351/a-072-1.626348},
timestamp = {Wed, 17 Apr 2024 11:48:12 +0200},
biburl = {https://dblp.org/rec/conf/amia/Kalpathy-CramerHKTW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/Kalpathy-CramerBHH08a,
author = {Jayashree Kalpathy{-}Cramer and
Steven Bedrick and
William Hatt and
William R. Hersh},
editor = {Carol Peters and
Nicola Ferro},
title = {Multimodal Medical Image Retrieval: {OHSU} at ImageCLEF 2008},
booktitle = {Working Notes for {CLEF} 2008 Workshop co-located with the 12th European
Conference on Digital Libraries {(ECDL} 2008) , Aarhus, Denmark, September
17-19, 2008},
series = {{CEUR} Workshop Proceedings},
volume = {1174},
publisher = {CEUR-WS.org},
year = {2008},
url = {https://ceur-ws.org/Vol-1174/CLEF2008wn-ImageCLEF-KalpathyCramerEt2008.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:42 +0100},
biburl = {https://dblp.org/rec/conf/clef/Kalpathy-CramerBHH08a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/MullerKKHBH08,
author = {Henning M{\"{u}}ller and
Jayashree Kalpathy{-}Cramer and
Charles E. Kahn Jr. and
William Hatt and
Steven Bedrick and
William R. Hersh},
editor = {Carol Peters and
Thomas Deselaers and
Nicola Ferro and
Julio Gonzalo and
Gareth J. F. Jones and
Mikko Kurimo and
Thomas Mandl and
Anselmo Pe{\~{n}}as and
Vivien Petras},
title = {Overview of the ImageCLEFmed 2008 Medical Image Retrieval Task},
booktitle = {Evaluating Systems for Multilingual and Multimodal Information Access,
9th Workshop of the Cross-Language Evaluation Forum, {CLEF} 2008,
Aarhus, Denmark, September 17-19, 2008, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {5706},
pages = {512--522},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-642-04447-2\_63},
doi = {10.1007/978-3-642-04447-2\_63},
timestamp = {Tue, 01 Jun 2021 15:22:41 +0200},
biburl = {https://dblp.org/rec/conf/clef/MullerKKHBH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/Kalpathy-CramerBHH08,
author = {Jayashree Kalpathy{-}Cramer and
Steven Bedrick and
William Hatt and
William R. Hersh},
editor = {Carol Peters and
Thomas Deselaers and
Nicola Ferro and
Julio Gonzalo and
Gareth J. F. Jones and
Mikko Kurimo and
Thomas Mandl and
Anselmo Pe{\~{n}}as and
Vivien Petras},
title = {Multimodal Medical Image Retrieval {OHSU} at ImageCLEF 2008},
booktitle = {Evaluating Systems for Multilingual and Multimodal Information Access,
9th Workshop of the Cross-Language Evaluation Forum, {CLEF} 2008,
Aarhus, Denmark, September 17-19, 2008, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {5706},
pages = {744--751},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-642-04447-2\_96},
doi = {10.1007/978-3-642-04447-2\_96},
timestamp = {Sat, 16 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/clef/Kalpathy-CramerBHH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/MullerKKHBH08a,
author = {Henning M{\"{u}}ller and
Jayashree Kalpathy{-}Cramer and
Charles E. Kahn Jr. and
William Hatt and
Steven Bedrick and
William R. Hersh},
editor = {Carol Peters and
Nicola Ferro},
title = {Overview of the ImageCLEFmed 2008 Medical Image Retrieval Task},
booktitle = {Working Notes for {CLEF} 2008 Workshop co-located with the 12th European
Conference on Digital Libraries {(ECDL} 2008) , Aarhus, Denmark, September
17-19, 2008},
series = {{CEUR} Workshop Proceedings},
volume = {1174},
publisher = {CEUR-WS.org},
year = {2008},
url = {https://ceur-ws.org/Vol-1174/CLEF2008wn-ImageCLEF-MullerEt2008.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/clef/MullerKKHBH08a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mie/MullerKHG08,
author = {Henning M{\"{u}}ller and
Jayashree Kalpathy{-}Cramer and
William R. Hersh and
Antoine Geissb{\"{u}}hler},
editor = {Stig Kj{\ae}r Andersen and
Gunnar O. Klein and
Stefan Schulz and
Jos Aarts},
title = {Using Medline Queries to Generate Image Retrieval Tasks for Benchmarking},
booktitle = {eHealth Beyond the Horizon - Get {IT} There, Proceedings of MIE2008,
The XXIst International Congress of the European Federation for Medical
Informatics, G{\"{o}}teborg, Sweden, May 25-28, 2008},
series = {Studies in Health Technology and Informatics},
volume = {136},
pages = {523--528},
publisher = {{IOS} Press},
year = {2008},
url = {https://doi.org/10.3233/978-1-58603-864-9-523},
doi = {10.3233/978-1-58603-864-9-523},
timestamp = {Thu, 29 Mar 2018 13:57:44 +0200},
biburl = {https://dblp.org/rec/conf/mie/MullerKHG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/Kalpathy-CramerH07a,
author = {Jayashree Kalpathy{-}Cramer and
William R. Hersh},
editor = {Alessandro Nardi and
Carol Peters and
Nicola Ferro},
title = {Medical Image Retrieval and Automatic Annotation: {OHSU} at ImageCLEF
2007},
booktitle = {Working Notes for {CLEF} 2007 Workshop co-located with the 11th European
Conference on Digital Libraries {(ECDL} 2007), Budapest, Hungary,
September 19-21, 2007},
series = {{CEUR} Workshop Proceedings},
volume = {1173},
publisher = {CEUR-WS.org},
year = {2007},
url = {https://ceur-ws.org/Vol-1173/CLEF2007wn-ImageCLEF-KalpathyCramerEt2007.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:41 +0100},
biburl = {https://dblp.org/rec/conf/clef/Kalpathy-CramerH07a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/MullerDDKKH07,
author = {Henning M{\"{u}}ller and
Thomas Deselaers and
Thomas Martin Deserno and
Jayashree Kalpathy{-}Cramer and
Eugene Kim and
William R. Hersh},
editor = {Carol Peters and
Valentin Jijkoun and
Thomas Mandl and
Henning M{\"{u}}ller and
Douglas W. Oard and
Anselmo Pe{\~{n}}as and
Vivien Petras and
Diana Santos},
title = {Overview of the ImageCLEFmed 2007 Medical Retrieval and Medical Annotation
Tasks},
booktitle = {Advances in Multilingual and Multimodal Information Retrieval, 8th
Workshop of the Cross-Language Evaluation Forum, {CLEF} 2007, Budapest,
Hungary, September 19-21, 2007, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {5152},
pages = {472--491},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-85760-0\_59},
doi = {10.1007/978-3-540-85760-0\_59},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/clef/MullerDDKKH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/Kalpathy-CramerH07,
author = {Jayashree Kalpathy{-}Cramer and
William R. Hersh},
editor = {Carol Peters and
Valentin Jijkoun and
Thomas Mandl and
Henning M{\"{u}}ller and
Douglas W. Oard and
Anselmo Pe{\~{n}}as and
Vivien Petras and
Diana Santos},
title = {Medical Image Retrieval and Automatic Annotation: {OHSU} at ImageCLEF
2007},
booktitle = {Advances in Multilingual and Multimodal Information Retrieval, 8th
Workshop of the Cross-Language Evaluation Forum, {CLEF} 2007, Budapest,
Hungary, September 19-21, 2007, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {5152},
pages = {623--630},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-85760-0\_79},
doi = {10.1007/978-3-540-85760-0\_79},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/clef/Kalpathy-CramerH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/MullerDKKDH07,
author = {Henning M{\"{u}}ller and
Thomas Deselaers and
Eugene Kim and
Jayashree Kalpathy{-}Cramer and
Thomas Martin Deserno and
William R. Hersh},
editor = {Alessandro Nardi and
Carol Peters and
Nicola Ferro},
title = {Overview of the ImageCLEF 2007 Medical Retrieval and Annotation Tasks},
booktitle = {Working Notes for {CLEF} 2007 Workshop co-located with the 11th European
Conference on Digital Libraries {(ECDL} 2007), Budapest, Hungary,
September 19-21, 2007},
series = {{CEUR} Workshop Proceedings},
volume = {1173},
publisher = {CEUR-WS.org},
year = {2007},
url = {https://ceur-ws.org/Vol-1173/CLEF2007wn-ImageCLEF-MullerEt2007.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/clef/MullerDKKDH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/Kalpathy-CramerH07,
author = {Jayashree Kalpathy{-}Cramer and
William R. Hersh},
editor = {Klaus A. Kuhn and
James R. Warren and
Tze{-}Yun Leong},
title = {Automatic Image Modality Based Classification and Annotation to Improve
Medical Image Retrieval},
booktitle = {{MEDINFO} 2007 - Proceedings of the 12th World Congress on Health
(Medical) Informatics - Building Sustainable Health Systems, 20-24
August, 2007, Brisbane, Australia},
series = {Studies in Health Technology and Informatics},
volume = {129},
pages = {1334--1338},
publisher = {{IOS} Press},
year = {2007},
url = {https://doi.org/10.3233/978-1-58603-774-1-1334},
doi = {10.3233/978-1-58603-774-1-1334},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/medinfo/Kalpathy-CramerH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/HershKJ06,
author = {William R. Hersh and
Jayashree Kalpathy{-}Cramer and
Jeffery R. Jensen},
editor = {Carol Peters and
Paul D. Clough and
Fredric C. Gey and
Jussi Karlgren and
Bernardo Magnini and
Douglas W. Oard and
Maarten de Rijke and
Maximilian Stempfhuber},
title = {Medical Image Retrieval and Automated Annotation: {OHSU} at ImageCLEF
2006},
booktitle = {Evaluation of Multilingual and Multi-modal Information Retrieval,
7th Workshop of the Cross-Language Evaluation Forum, {CLEF} 2006,
Alicante, Spain, September 20-22, 2006, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {4730},
pages = {660--669},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/978-3-540-74999-8\_81},
doi = {10.1007/978-3-540-74999-8\_81},
timestamp = {Sat, 09 Apr 2022 12:42:02 +0200},
biburl = {https://dblp.org/rec/conf/clef/HershKJ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/HershKJ06a,
author = {William R. Hersh and
Jayashree Kalpathy{-}Cramer and
Jeffery R. Jensen},
editor = {Alessandro Nardi and
Carol Peters and
Jos{\'{e}} Luis Vicedo Gonz{\'{a}}lez and
Nicola Ferro},
title = {Medical Image Retrieval and Automated Annotation: {OHSU} at ImageCLEF
2006},
booktitle = {Working Notes for {CLEF} 2006 Workshop co-located with the 10th European
Conference on Digital Libraries {(ECDL} 2006), Alicante, Spain, September
20-22, 2006},
series = {{CEUR} Workshop Proceedings},
volume = {1172},
publisher = {CEUR-WS.org},
year = {2006},
url = {https://ceur-ws.org/Vol-1172/CLEF2006wn-ImageCLEF-HershEt2006.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:38 +0100},
biburl = {https://dblp.org/rec/conf/clef/HershKJ06a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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