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ORCIDBibTeX records: Esther Bron
@article{DBLP:journals/mia/SudreWDAABBBCCCCCDEEGGGAHIIJKKKLLLM24,
author = {Carole H. Sudre and
Kimberlin M. H. van Wijnen and
Florian Dubost and
Hieab Adams and
David Atkinson and
Frederik Barkhof and
Mahlet A. Birhanu and
Esther E. Bron and
Robin Camarasa and
Nish Chaturvedi and
Yuan Chen and
Zihao Chen and
Shuai Chen and
Qi Dou and
Tavia E. Evans and
Ivan Ezhov and
Haojun Gao and
Marta Giron{\'{e}}s{-}Sang{\"{u}}esa and
Juan Domingo Gispert and
Beatriz Gomez Anson and
Alun D. Hughes and
Mohammad Arfan Ikram and
Silvia Ingala and
Hans Rolf J{\"{a}}ger and
Florian Kofler and
Hugo J. Kuijf and
Denis Kutnar and
Minho Lee and
Bo Li and
Luigi Lorenzini and
Bjoern H. Menze and
Jos{\'{e}} Luis Molinuevo and
Yiwei Pan and
{\'{E}}lodie Puybareau and
Rafael Rehwald and
Ruisheng Su and
Pengcheng Shi and
Lorna Smith and
Therese Tillin and
Guillaume Tochon and
H{\'{e}}l{\`{e}}ne Urien and
Bas H. M. van der Velden and
Isabelle F. van der Velpen and
Benedikt Wiestler and
Frank J. Wolters and
Pinar Yilmaz and
Marius de Groot and
Meike W. Vernooij and
Marleen de Bruijne},
title = {\emph{Where is VALDO?} VAscular Lesions Detection and segmentatiOn
challenge at {MICCAI} 2021},
journal = {Medical Image Anal.},
volume = {91},
pages = {103029},
year = {2024},
url = {https://doi.org/10.1016/j.media.2023.103029},
doi = {10.1016/J.MEDIA.2023.103029},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/SudreWDAABBBCCCCCDEEGGGAHIIJKKKLLLM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/LemingBBOIGI23,
author = {Matthew Leming and
Esther E. Bron and
Rose Bruffaerts and
Yangming Ou and
Juan Eugenio Iglesias and
Randy L. Gollub and
Hyungsoon Im},
title = {Challenges of implementing computer-aided diagnostic models for neuroimages
in a clinical setting},
journal = {npj Digit. Medicine},
volume = {6},
year = {2023},
url = {https://doi.org/10.1038/s41746-023-00868-x},
doi = {10.1038/S41746-023-00868-X},
timestamp = {Sun, 31 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/npjdm/LemingBBOIGI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KangLPJDBCMFRKB23,
author = {Wenjie Kang and
Bo Li and
Janne M. Papma and
Lize C. Jiskoot and
Peter Paul De Deyn and
Geert Jan Biessels and
Jurgen A. H. R. Claassen and
Huub A. M. Middelkoop and
Wiesje M. van der Flier and
Inez H. G. B. Ramakers and
Stefan Klein and
Esther E. Bron},
editor = {M. Emre Celebi and
Md Sirajus Salekin and
Hyunwoo J. Kim and
Shadi Albarqouni and
Catarina Barata and
Allan Halpern and
Philipp Tschandl and
Marc Combalia and
Yuan Liu and
Ghada Zamzmi and
Joshua Levy and
Huzefa Rangwala and
Annika Reinke and
Diya Wynn and
Bennett A. Landman and
Won{-}Ki Jeong and
Yiqing Shen and
Zhongying Deng and
Spyridon Bakas and
Xiaoxiao Li and
Chen Qin and
Nicola Rieke and
Holger Roth and
Daguang Xu},
title = {An Interpretable Machine Learning Model with Deep Learning-Based Imaging
Biomarkers for Diagnosis of Alzheimer's Disease},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2023 Workshops - {ISIC} 2023, Care-AI 2023, MedAGI 2023, DeCaF 2023,
Held in Conjunction with {MICCAI} 2023, Vancouver, BC, Canada, October
8-12, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14393},
pages = {69--78},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-47401-9\_7},
doi = {10.1007/978-3-031-47401-9\_7},
timestamp = {Tue, 19 Dec 2023 16:57:58 +0100},
biburl = {https://dblp.org/rec/conf/miccai/KangLPJDBCMFRKB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-10611,
author = {Claudia Chinea Hammecher and
Karin van Garderen and
Marion Smits and
Pieter Wesseling and
Bart A. Westerman and
Pim J. French and
Mathilde C. M. Kouwenhoven and
Roel G. W. Verhaak and
Frans Vos and
Esther Bron and
Bo Li},
title = {Deep learning-based group-wise registration for longitudinal {MRI}
analysis in glioma},
journal = {CoRR},
volume = {abs/2306.10611},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.10611},
doi = {10.48550/ARXIV.2306.10611},
eprinttype = {arXiv},
eprint = {2306.10611},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-10611.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-10622,
author = {Bo Li and
Jeroen de Bresser and
Wiro J. Niessen and
Matthias van Osch and
Wiesje M. van der Flier and
Geert Jan Biessels and
Meike W. Vernooij and
Esther Bron},
title = {Prior-knowledge-informed deep learning for lacune detection and quantification
using multi-site brain {MRI}},
journal = {CoRR},
volume = {abs/2306.10622},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.10622},
doi = {10.48550/ARXIV.2306.10622},
eprinttype = {arXiv},
eprint = {2306.10622},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-10622.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-07778,
author = {Wenjie Kang and
Bo Li and
Janne M. Papma and
Lize C. Jiskoot and
Peter Paul De Deyn and
Geert Jan Biessels and
Jurgen A. H. R. Claassen and
Huub A. M. Middelkoop and
Wiesje M. van der Flier and
Inez H. G. B. Ramakers and
Stefan Klein and
Esther E. Bron},
title = {An Interpretable Machine Learning Model with Deep Learning-based Imaging
Biomarkers for Diagnosis of Alzheimer's Disease},
journal = {CoRR},
volume = {abs/2308.07778},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.07778},
doi = {10.48550/ARXIV.2308.07778},
eprinttype = {arXiv},
eprint = {2308.07778},
timestamp = {Thu, 24 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-07778.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-12836,
author = {Xianjing Liu and
Bo Li and
Meike W. Vernooij and
Eppo B. Wolvius and
Gennady V. Roshchupkin and
Esther E. Bron},
title = {AI-based association analysis for medical imaging using latent-space
geometric confounder correction},
journal = {CoRR},
volume = {abs/2311.12836},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.12836},
doi = {10.48550/ARXIV.2311.12836},
eprinttype = {arXiv},
eprint = {2311.12836},
timestamp = {Thu, 30 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-12836.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/BronKRPMAO22,
author = {Esther E. Bron and
Stefan Klein and
Annika Reinke and
Janne M. Papma and
Lena Maier{-}Hein and
Daniel C. Alexander and
Neil P. Oxtoby},
title = {Ten years of image analysis and machine learning competitions in dementia},
journal = {NeuroImage},
volume = {253},
pages = {119083},
year = {2022},
url = {https://doi.org/10.1016/j.neuroimage.2022.119083},
doi = {10.1016/J.NEUROIMAGE.2022.119083},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/BronKRPMAO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-14683,
author = {Vikram Venkatraghavan and
Sebastian R. van der Voort and
Daniel Bos and
Marion Smits and
Frederik Barkhof and
Wiro J. Niessen and
Stefan Klein and
Esther E. Bron},
title = {Computer-aided diagnosis and prediction in brain disorders},
journal = {CoRR},
volume = {abs/2206.14683},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.14683},
doi = {10.48550/ARXIV.2206.14683},
eprinttype = {arXiv},
eprint = {2206.14683},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-14683.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-07167,
author = {Carole H. Sudre and
Kimberlin M. H. van Wijnen and
Florian Dubost and
Hieab Adams and
David Atkinson and
Frederik Barkhof and
Mahlet A. Birhanu and
Esther E. Bron and
Robin Camarasa and
Nish Chaturvedi and
Yuan Chen and
Zihao Chen and
Shuai Chen and
Qi Dou and
Tavia E. Evans and
Ivan Ezhov and
Haojun Gao and
Marta Giron{\'{e}}s{-}Sang{\"{u}}esa and
Juan Domingo Gispert and
Beatriz Gomez Anson and
Alun D. Hughes and
Mohammad Arfan Ikram and
Silvia Ingala and
Hans Rolf J{\"{a}}ger and
Florian Kofler and
Hugo J. Kuijf and
Denis Kutnar and
Minho Lee and
Bo Li and
Luigi Lorenzini and
Bjoern H. Menze and
Jos{\'{e}} Luis Molinuevo and
Yiwei Pan and
{\'{E}}lodie Puybareau and
Rafael Rehwald and
Ruisheng Su and
Pengcheng Shi and
Lorna Smith and
Therese Tillin and
Guillaume Tochon and
H{\'{e}}l{\`{e}}ne Urien and
Bas H. M. van der Velden and
Isabelle F. van der Velpen and
Benedikt Wiestler and
Frank J. Wolters and
Pinar Yilmaz and
Marius de Groot and
Meike W. Vernooij and
Marleen de Bruijne},
title = {Where is VALDO? VAscular Lesions Detection and segmentatiOn challenge
at {MICCAI} 2021},
journal = {CoRR},
volume = {abs/2208.07167},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.07167},
doi = {10.48550/ARXIV.2208.07167},
eprinttype = {arXiv},
eprint = {2208.07167},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-07167.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/HuizingaPVWBTLV21,
author = {Wyke Huizinga and
Dirk H. J. Poot and
Elisabeth J. Vinke and
F. Wenzel and
Esther Bron and
N. Toussaint and
Christian Ledig and
Henri A. Vrooman and
Mohammad Arfan Ikram and
Wiro J. Niessen and
Meike W. Vernooij and
Stefan Klein},
title = {Differences Between {MR} Brain Region Segmentation Methods: Impact
on Single-Subject Analysis},
journal = {Frontiers Big Data},
volume = {4},
pages = {577164},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.577164},
doi = {10.3389/FDATA.2021.577164},
timestamp = {Sat, 19 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/HuizingaPVWBTLV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/VenkatraghavanK21,
author = {Vikram Venkatraghavan and
Stefan Klein and
Lana Fani and
Leontine S. Ham and
Henri A. Vrooman and
M. Kamran Ikram and
Wiro J. Niessen and
Esther E. Bron},
title = {Analyzing the effect of \emph{APOE} on Alzheimer's disease progression
using an event-based model for stratified populations},
journal = {NeuroImage},
volume = {227},
pages = {117646},
year = {2021},
url = {https://doi.org/10.1016/j.neuroimage.2020.117646},
doi = {10.1016/J.NEUROIMAGE.2020.117646},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/VenkatraghavanK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/LiNKGIVB21,
author = {Bo Li and
Wiro J. Niessen and
Stefan Klein and
Marius de Groot and
Mohammad Arfan Ikram and
Meike W. Vernooij and
Esther E. Bron},
title = {Longitudinal diffusion {MRI} analysis using Segis-Net: {A} single-step
deep-learning framework for simultaneous segmentation and registration},
journal = {NeuroImage},
volume = {235},
pages = {118004},
year = {2021},
url = {https://doi.org/10.1016/j.neuroimage.2021.118004},
doi = {10.1016/J.NEUROIMAGE.2021.118004},
timestamp = {Mon, 07 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/LiNKGIVB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/VenkatraghavanV21,
author = {Vikram Venkatraghavan and
Elisabeth J. Vinke and
Esther E. Bron and
Wiro J. Niessen and
Mohammad Arfan Ikram and
Stefan Klein and
Meike W. Vernooij},
title = {Progression along data-driven disease timelines is predictive of Alzheimer's
disease in a population-based cohort},
journal = {NeuroImage},
volume = {238},
pages = {118233},
year = {2021},
url = {https://doi.org/10.1016/j.neuroimage.2021.118233},
doi = {10.1016/J.NEUROIMAGE.2021.118233},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/VenkatraghavanV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LiuLBNWR21,
author = {Xianjing Liu and
Bo Li and
Esther E. Bron and
Wiro J. Niessen and
Eppo B. Wolvius and
Gennady V. Roshchupkin},
editor = {Marleen de Bruijne and
Philippe C. Cattin and
St{\'{e}}phane Cotin and
Nicolas Padoy and
Stefanie Speidel and
Yefeng Zheng and
Caroline Essert},
title = {Projection-Wise Disentangling for Fair and Interpretable Representation
Learning: Application to 3D Facial Shape Analysis},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2021 - 24th International Conference, Strasbourg, France, September
27 - October 1, 2021, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12905},
pages = {814--823},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87240-3\_78},
doi = {10.1007/978-3-030-87240-3\_78},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/LiuLBNWR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/0088N0IVB21,
author = {Bo Li and
Wiro J. Niessen and
Stefan Klein and
Mohammad Arfan Ikram and
Meike W. Vernooij and
Esther E. Bron},
editor = {Ivana Isgum and
Bennett A. Landman},
title = {Learning unbiased group-wise registration {(LUGR)} and joint segmentation:
evaluation on longitudinal diffusion {MRI}},
booktitle = {Medical Imaging 2021: Image Processing, Online, February 15-19, 2021},
series = {{SPIE} Proceedings},
volume = {11596},
publisher = {{SPIE}},
year = {2021},
url = {https://doi.org/10.1117/12.2580928},
doi = {10.1117/12.2580928},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miip/0088N0IVB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-13734,
author = {Xianjing Liu and
Bo Li and
Esther Bron and
Wiro J. Niessen and
Eppo B. Wolvius and
Gennady Roshchupkin},
title = {Projection-wise Disentangling for Fair and Interpretable Representation
Learning: Application to 3D Facial Shape Analysis},
journal = {CoRR},
volume = {abs/2106.13734},
year = {2021},
url = {https://arxiv.org/abs/2106.13734},
eprinttype = {arXiv},
eprint = {2106.13734},
timestamp = {Mon, 07 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-13734.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-08618,
author = {Martijn P. A. Starmans and
Sebastian R. van der Voort and
Thomas Phil and
Milea J. M. Timbergen and
Melissa Vos and
Guillaume A. Padmos and
Wouter Kessels and
David Hanff and
Dirk J. Gr{\"{u}}nhagen and
Cornelis Verhoef and
Stefan Sleijfer and
Martin J. van den Bent and
Marion Smits and
Roy S. Dwarkasing and
Christopher J. Els and
Federico Fiduzi and
Geert J. L. H. van Leenders and
Anela Blazevic and
Johannes Hofland and
Tessa Brabander and
Renza A. H. van Gils and
Gaston J. H. Franssen and
Richard A. Feelders and
Wouter W. de Herder and
Florian E. Buisman and
Fran{\c{c}}ois E. J. A. Willemssen and
Bas Groot Koerkamp and
Lindsay Angus and
Astrid A. M. van der Veldt and
Ana Rajicic and
Arlette E. Odink and
Mitchell Deen and
Jose M. Castillo T and
Jifke F. Veenland and
Ivo Schoots and
Michel Renckens and
Michail Doukas and
Rob A. de Man and
Jan N. M. IJzermans and
Razvan L. Miclea and
Peter B. Vermeulen and
Esther E. Bron and
Maarten G. Thomeer and
Jacob J. Visser and
Wiro J. Niessen and
Stefan Klein},
title = {Reproducible radiomics through automated machine learning validated
on twelve clinical applications},
journal = {CoRR},
volume = {abs/2108.08618},
year = {2021},
url = {https://arxiv.org/abs/2108.08618},
eprinttype = {arXiv},
eprint = {2108.08618},
timestamp = {Mon, 23 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-08618.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-07922,
author = {Esther E. Bron and
Stefan Klein and
Annika Reinke and
Janne M. Papma and
Lena Maier{-}Hein and
Daniel C. Alexander and
Neil P. Oxtoby},
title = {Ten years of image analysis and machine learning competitions in dementia},
journal = {CoRR},
volume = {abs/2112.07922},
year = {2021},
url = {https://arxiv.org/abs/2112.07922},
eprinttype = {arXiv},
eprint = {2112.07922},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-07922.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/LiGSMSVILNB20,
author = {Bo Li and
Marius de Groot and
Rebecca M. E. Steketee and
Rozanna Meijboom and
Marion Smits and
Meike W. Vernooij and
Mohammad Arfan Ikram and
Jiren Liu and
Wiro J. Niessen and
Esther E. Bron},
title = {Neuro4Neuro: {A} neural network approach for neural tract segmentation
using large-scale population-based diffusion imaging},
journal = {NeuroImage},
volume = {218},
pages = {116993},
year = {2020},
url = {https://doi.org/10.1016/j.neuroimage.2020.116993},
doi = {10.1016/J.NEUROIMAGE.2020.116993},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/LiGSMSVILNB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-12838,
author = {Bo Li and
Marius de Groot and
Rebecca M. E. Steketee and
Rozanna Meijboom and
Marion Smits and
Meike W. Vernooij and
Mohammad Arfan Ikram and
Jiren Liu and
Wiro J. Niessen and
Esther E. Bron},
title = {Neuro4Neuro: {A} neural network approach for neural tract segmentation
using large-scale population-based diffusion imaging},
journal = {CoRR},
volume = {abs/2005.12838},
year = {2020},
url = {https://arxiv.org/abs/2005.12838},
eprinttype = {arXiv},
eprint = {2005.12838},
timestamp = {Mon, 07 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-12838.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-07139,
author = {Vikram Venkatraghavan and
Stefan Klein and
Lana Fani and
Leontine S. Ham and
Henri A. Vrooman and
M. Kamran Ikram and
Wiro J. Niessen and
Esther E. Bron},
title = {Analyzing the effect of {APOE} on Alzheimer's disease progression
using an event-based model for stratified populations},
journal = {CoRR},
volume = {abs/2009.07139},
year = {2020},
url = {https://arxiv.org/abs/2009.07139},
eprinttype = {arXiv},
eprint = {2009.07139},
timestamp = {Fri, 18 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-07139.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-01869,
author = {Bo Li and
Wiro J. Niessen and
Stefan Klein and
Mohammad Arfan Ikram and
Meike W. Vernooij and
Esther E. Bron},
title = {Learning unbiased registration and joint segmentation: evaluation
on longitudinal diffusion {MRI}},
journal = {CoRR},
volume = {abs/2011.01869},
year = {2020},
url = {https://arxiv.org/abs/2011.01869},
eprinttype = {arXiv},
eprint = {2011.01869},
timestamp = {Mon, 07 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-01869.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-08769,
author = {Esther E. Bron and
Stefan Klein and
Janne M. Papma and
Lize C. Jiskoot and
Vikram Venkatraghavan and
Jara Linders and
Pauline Aalten and
Peter Paul De Deyn and
Geert Jan Biessels and
Jurgen A. H. R. Claassen and
Huub A. M. Middelkoop and
Marion Smits and
Wiro J. Niessen and
John van Swieten and
Wiesje M. van der Flier and
Inez H. G. B. Ramakers and
Aad van der Lugt},
title = {Cross-Cohort Generalizability of Deep and Conventional Machine Learning
for MRI-based Diagnosis and Prediction of Alzheimer's Disease},
journal = {CoRR},
volume = {abs/2012.08769},
year = {2020},
url = {https://arxiv.org/abs/2012.08769},
eprinttype = {arXiv},
eprint = {2012.08769},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-08769.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-14230,
author = {Bo Li and
Wiro J. Niessen and
Stefan Klein and
Marius de Groot and
Mohammad Arfan Ikram and
Meike W. Vernooij and
Esther E. Bron},
title = {Longitudinal diffusion {MRI} analysis using Segis-Net: a single-step
deep-learning framework for simultaneous segmentation and registration},
journal = {CoRR},
volume = {abs/2012.14230},
year = {2020},
url = {https://arxiv.org/abs/2012.14230},
eprinttype = {arXiv},
eprint = {2012.14230},
timestamp = {Mon, 07 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-14230.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/VenkatraghavanB19,
author = {Vikram Venkatraghavan and
Esther E. Bron and
Wiro J. Niessen and
Stefan Klein},
title = {Disease progression timeline estimation for Alzheimer's disease using
discriminative event based modeling},
journal = {NeuroImage},
volume = {186},
pages = {518--532},
year = {2019},
url = {https://doi.org/10.1016/j.neuroimage.2018.11.024},
doi = {10.1016/J.NEUROIMAGE.2018.11.024},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/VenkatraghavanB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/VenkatraghavanD19,
author = {Vikram Venkatraghavan and
Florian Dubost and
Esther E. Bron and
Wiro J. Niessen and
Marleen de Bruijne and
Stefan Klein},
editor = {Albert C. S. Chung and
James C. Gee and
Paul A. Yushkevich and
Siqi Bao},
title = {Event-Based Modeling with High-Dimensional Imaging Biomarkers for
Estimating Spatial Progression of Dementia},
booktitle = {Information Processing in Medical Imaging - 26th International Conference,
{IPMI} 2019, Hong Kong, China, June 2-7, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11492},
pages = {169--180},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20351-1\_13},
doi = {10.1007/978-3-030-20351-1\_13},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipmi/VenkatraghavanD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/MarinescuOYBTWB19,
author = {Razvan V. Marinescu and
Neil P. Oxtoby and
Alexandra L. Young and
Esther E. Bron and
Arthur W. Toga and
Michael W. Weiner and
Frederik Barkhof and
Nick C. Fox and
Polina Golland and
Stefan Klein and
Daniel C. Alexander},
editor = {Islem Rekik and
Ehsan Adeli and
Sang Hyun Park},
title = {{TADPOLE} Challenge: Accurate Alzheimer's Disease Prediction Through
Crowdsourced Forecasting of Future Data},
booktitle = {Predictive Intelligence in Medicine - Second International Workshop,
{PRIME} 2019, Held in Conjunction with {MICCAI} 2019, Shenzhen, China,
October 13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11843},
pages = {1--10},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32281-6\_1},
doi = {10.1007/978-3-030-32281-6\_1},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/MarinescuOYBTWB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LiN0GIVB19,
author = {Bo Li and
Wiro J. Niessen and
Stefan Klein and
Marius de Groot and
Mohammad Arfan Ikram and
Meike W. Vernooij and
Esther E. Bron},
editor = {Dinggang Shen and
Tianming Liu and
Terry M. Peters and
Lawrence H. Staib and
Caroline Essert and
Sean Zhou and
Pew{-}Thian Yap and
Ali R. Khan},
title = {A Hybrid Deep Learning Framework for Integrated Segmentation and Registration:
Evaluation on Longitudinal White Matter Tract Changes},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2019 - 22nd International Conference, Shenzhen, China, October 13-17,
2019, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11766},
pages = {645--653},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32248-9\_72},
doi = {10.1007/978-3-030-32248-9\_72},
timestamp = {Mon, 19 Feb 2024 14:24:13 +0100},
biburl = {https://dblp.org/rec/conf/miccai/LiN0GIVB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-03386,
author = {Vikram Venkatraghavan and
Florian Dubost and
Esther E. Bron and
Wiro J. Niessen and
Marleen de Bruijne and
Stefan Klein},
title = {Event-Based Modeling with High-Dimensional Imaging Biomarkers for
Estimating Spatial Progression of Dementia},
journal = {CoRR},
volume = {abs/1903.03386},
year = {2019},
url = {http://arxiv.org/abs/1903.03386},
eprinttype = {arXiv},
eprint = {1903.03386},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-03386.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-10219,
author = {Bo Li and
Marius de Groot and
Meike W. Vernooij and
Mohammad Arfan Ikram and
Wiro J. Niessen and
Esther Bron},
title = {Reproducible White Matter Tract Segmentation Using 3D U-Net on a Large-scale
{DTI} Dataset},
journal = {CoRR},
volume = {abs/1908.10219},
year = {2019},
url = {http://arxiv.org/abs/1908.10219},
eprinttype = {arXiv},
eprint = {1908.10219},
timestamp = {Mon, 07 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-10219.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-10221,
author = {Bo Li and
Wiro J. Niessen and
Stefan Klein and
Marius de Groot and
Mohammad Arfan Ikram and
Meike W. Vernooij and
Esther Bron},
title = {A hybrid deep learning framework for integrated segmentation and registration:
evaluation on longitudinal white matter tract changes},
journal = {CoRR},
volume = {abs/1908.10221},
year = {2019},
url = {http://arxiv.org/abs/1908.10221},
eprinttype = {arXiv},
eprint = {1908.10221},
timestamp = {Mon, 07 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-10221.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/HuizingaPVRBIRN18,
author = {Wyke Huizinga and
Dirk H. J. Poot and
Meike W. Vernooij and
Gennady Roshchupkin and
Esther Bron and
Mohammad Arfan Ikram and
Daniel Rueckert and
Wiro J. Niessen and
Stefan Klein},
title = {A spatio-temporal reference model of the aging brain},
journal = {NeuroImage},
volume = {169},
pages = {11--22},
year = {2018},
url = {https://doi.org/10.1016/j.neuroimage.2017.10.040},
doi = {10.1016/J.NEUROIMAGE.2017.10.040},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/HuizingaPVRBIRN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LiGVINB18,
author = {Bo Li and
Marius de Groot and
Meike W. Vernooij and
Mohammad Arfan Ikram and
Wiro J. Niessen and
Esther E. Bron},
editor = {Yinghuan Shi and
Heung{-}Il Suk and
Mingxia Liu},
title = {Reproducible White Matter Tract Segmentation Using 3D U-Net on a Large-scale
{DTI} Dataset},
booktitle = {Machine Learning in Medical Imaging - 9th International Workshop,
{MLMI} 2018, Held in Conjunction with {MICCAI} 2018, Granada, Spain,
September 16, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11046},
pages = {205--213},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00919-9\_24},
doi = {10.1007/978-3-030-00919-9\_24},
timestamp = {Mon, 07 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/LiGVINB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-03604,
author = {Vikram Venkatraghavan and
Esther E. Bron and
Wiro J. Niessen and
Stefan Klein and
Alzheimer's Disease Neuroimaging Initiative},
title = {Disease Progression Timeline Estimation for Alzheimer's Disease using
Discriminative Event Based Modeling},
journal = {CoRR},
volume = {abs/1808.03604},
year = {2018},
url = {http://arxiv.org/abs/1808.03604},
eprinttype = {arXiv},
eprint = {1808.03604},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-03604.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/VenkatraghavanB17,
author = {Vikram Venkatraghavan and
Esther E. Bron and
Wiro J. Niessen and
Stefan Klein},
editor = {Marc Niethammer and
Martin Styner and
Stephen R. Aylward and
Hongtu Zhu and
Ipek Oguz and
Pew{-}Thian Yap and
Dinggang Shen},
title = {A Discriminative Event Based Model for Alzheimer's Disease Progression
Modeling},
booktitle = {Information Processing in Medical Imaging - 25th International Conference,
{IPMI} 2017, Boone, NC, USA, June 25-30, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10265},
pages = {121--133},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-59050-9\_10},
doi = {10.1007/978-3-319-59050-9\_10},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipmi/VenkatraghavanB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VenkatraghavanB17,
author = {Vikram Venkatraghavan and
Esther Bron and
Wiro J. Niessen and
Stefan Klein},
title = {A Discriminative Event Based Model for Alzheimer's Disease Progression
Modeling},
journal = {CoRR},
volume = {abs/1702.06408},
year = {2017},
url = {http://arxiv.org/abs/1702.06408},
eprinttype = {arXiv},
eprint = {1702.06408},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VenkatraghavanB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mibam/HuizingaPRBIVRN16,
author = {Wyke Huizinga and
Dirk H. J. Poot and
Gennady V. Roshchupkin and
Esther E. Bron and
Mohammad Arfan Ikram and
Meike W. Vernooij and
Daniel Rueckert and
Wiro J. Niessen and
Stefan Klein},
editor = {Barjor Gimi and
Andrzej Kr{\'{o}}l},
title = {Modeling the brain morphology distribution in the general aging population},
booktitle = {Medical Imaging 2016: Biomedical Applications in Molecular, Structural,
and Functional Imaging, San Diego, California, United States, 27 February
- 3 March 2016},
series = {{SPIE} Proceedings},
volume = {9788},
pages = {97880I},
publisher = {{SPIE}},
year = {2016},
url = {https://doi.org/10.1117/12.2207228},
doi = {10.1117/12.2207228},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mibam/HuizingaPRBIVRN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/BronSFVBSPSOMPM15,
author = {Esther E. Bron and
Marion Smits and
Wiesje M. van der Flier and
Hugo Vrenken and
Frederik Barkhof and
Philip Scheltens and
Janne M. Papma and
Rebecca M. E. Steketee and
Carolina M{\'{e}}ndez Orellana and
Rozanna Meijboom and
Madalena Pinto and
Joana R. Meireles and
Carolina Garrett and
Ant{\'{o}}nio J. Bastos{-}Leite and
Ahmed Abdulkadir and
Olaf Ronneberger and
Nicola Amoroso and
Roberto Bellotti and
David C{\'{a}}rdenas{-}Pe{\~{n}}a and
Andr{\'{e}}s Marino {\'{A}}lvarez{-}Meza and
Chester V. Dolph and
Khan M. Iftekharuddin and
Simon F. Eskildsen and
Pierrick Coup{\'{e}} and
Vladimir S. Fonov and
Katja Franke},
title = {Standardized evaluation of algorithms for computer-aided diagnosis
of dementia based on structural {MRI:} The CADDementia challenge},
journal = {NeuroImage},
volume = {111},
pages = {562--579},
year = {2015},
url = {https://doi.org/10.1016/j.neuroimage.2015.01.048},
doi = {10.1016/J.NEUROIMAGE.2015.01.048},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/BronSFVBSPSOMPM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/BronSNK15,
author = {Esther E. Bron and
Marion Smits and
Wiro J. Niessen and
Stefan Klein},
title = {Feature Selection Based on the {SVM} Weight Vector for Classification
of Dementia},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {19},
number = {5},
pages = {1617--1626},
year = {2015},
url = {https://doi.org/10.1109/JBHI.2015.2432832},
doi = {10.1109/JBHI.2015.2432832},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/titb/BronSNK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BronSSNK14,
author = {Esther Bron and
Marion Smits and
John van Swieten and
Wiro J. Niessen and
Stefan Klein},
editor = {Guorong Wu and
Daoqiang Zhang and
Luping Zhou},
title = {Feature Selection Based on {SVM} Significance Maps for Classification
of Dementia},
booktitle = {Machine Learning in Medical Imaging - 5th International Workshop,
{MLMI} 2014, Held in Conjunction with {MICCAI} 2014, Boston, MA, USA,
September 14, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8679},
pages = {272--279},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10581-9\_34},
doi = {10.1007/978-3-319-10581-9\_34},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/BronSSNK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fini/ShamoninBLSKS14,
author = {Denis P. Shamonin and
Esther Bron and
Boudewijn P. F. Lelieveldt and
Marion Smits and
Stefan Klein and
Marius Staring},
title = {Fast Parallel Image Registration on {CPU} and {GPU} for Diagnostic
Classification of Alzheimer's Disease},
journal = {Frontiers Neuroinformatics},
volume = {7},
pages = {50},
year = {2013},
url = {https://doi.org/10.3389/fninf.2013.00050},
doi = {10.3389/FNINF.2013.00050},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fini/ShamoninBLSKS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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