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ORCIDBibTeX records: Babak Ehteshami Bejnordi
@article{DBLP:journals/corr/abs-2402-16844,
author = {Benjamin Bergner and
Andrii Skliar and
Amelie Royer and
Tijmen Blankevoort and
Yuki M. Asano and
Babak Ehteshami Bejnordi},
title = {Think Big, Generate Quick: LLM-to-SLM for Fast Autoregressive Decoding},
journal = {CoRR},
volume = {abs/2402.16844},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.16844},
doi = {10.48550/ARXIV.2402.16844},
eprinttype = {arXiv},
eprint = {2402.16844},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-16844.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-16848,
author = {Babak Ehteshami Bejnordi and
Gaurav Kumar and
Amelie Royer and
Christos Louizos and
Tijmen Blankevoort and
Mohsen Ghafoorian},
title = {InterroGate: Learning to Share, Specialize, and Prune Representations
for Multi-task Learning},
journal = {CoRR},
volume = {abs/2402.16848},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.16848},
doi = {10.48550/ARXIV.2402.16848},
eprinttype = {arXiv},
eprint = {2402.16848},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-16848.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/HavtornRBB23,
author = {Jakob Drachmann Havtorn and
Am{\'{e}}lie Royer and
Tijmen Blankevoort and
Babak Ehteshami Bejnordi},
title = {MSViT: Dynamic Mixed-scale Tokenization for Vision Transformers},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023
- Workshops, Paris, France, October 2-6, 2023},
pages = {838--848},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCVW60793.2023.00091},
doi = {10.1109/ICCVW60793.2023.00091},
timestamp = {Wed, 10 Jan 2024 14:20:12 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/HavtornRBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/TiwariCGMGGSYZW23,
author = {Rishabh Tiwari and
Arnav Chavan and
Deepak Gupta and
Gowreesh Mago and
Animesh Gupta and
Akash Gupta and
Suraj Sharan and
Yukun Yang and
Shanwei Zhao and
Shihao Wang and
Youngjun Kwak and
Seonghun Jeong and
Yunseung Lee and
Changick Kim and
Subin Kim and
Ganzorig Gankhuyag and
Ho Jung and
Junwhan Ryu and
HaeMoon Kim and
Byeong Hak Kim and
Tu Vo and
Sheir Zaheer and
Alexander Holston and
Chan Y. Park and
Dheemant Dixit and
Nahush Lele and
Kushagra Bhushan and
Debjani Bhowmick and
Devanshu Arya and
Sadaf Gulshad and
Amirhossein Habibian and
Amir Ghodrati and
Babak Ehteshami Bejnordi and
Jai Gupta and
Zhuang Liu and
Jiahui Yu and
Dilip K. Prasad and
Zhiqiang Shen},
title = {{RCV2023} Challenges: Benchmarking Model Training and Inference for
Resource-Constrained Deep Learning},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023
- Workshops, Paris, France, October 2-6, 2023},
pages = {1526--1535},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCVW60793.2023.00168},
doi = {10.1109/ICCVW60793.2023.00168},
timestamp = {Wed, 10 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/TiwariCGMGGSYZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RoyerBB23,
author = {Amelie Royer and
Tijmen Blankevoort and
Babak Ehteshami Bejnordi},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Scalarization for Multi-Task and Multi-Domain Learning at Scale},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/368559ed8ede03b21f624feaeb3a5867-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RoyerBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-05482,
author = {Mahdi S. Hosseini and
Babak Ehteshami Bejnordi and
Vincent Quoc{-}Huy Trinh and
Danial Hasan and
Xingwen Li and
Taehyo Kim and
Haochen Zhang and
Theodore Wu and
Kajanan Chinniah and
Sina Maghsoudlou and
Ryan Zhang and
Stephen Yang and
Jiadai Zhu and
Lyndon Chan and
Samir Khaki and
Andrei Buin and
Fatemeh Chaji and
Ala Salehi and
Alejandra Zambrano Luna and
Bich Ngoc Nguyen and
Dimitris Samaras and
Konstantinos N. Plataniotis},
title = {Computational Pathology: {A} Survey Review and The Way Forward},
journal = {CoRR},
volume = {abs/2304.05482},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.05482},
doi = {10.48550/ARXIV.2304.05482},
eprinttype = {arXiv},
eprint = {2304.05482},
timestamp = {Thu, 20 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-05482.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-05497,
author = {Amelie Royer and
Ilia Karmanov and
Andrii Skliar and
Babak Ehteshami Bejnordi and
Tijmen Blankevoort},
title = {Revisiting Single-gated Mixtures of Experts},
journal = {CoRR},
volume = {abs/2304.05497},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.05497},
doi = {10.48550/ARXIV.2304.05497},
eprinttype = {arXiv},
eprint = {2304.05497},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-05497.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-02321,
author = {Jakob Drachmann Havtorn and
Amelie Royer and
Tijmen Blankevoort and
Babak Ehteshami Bejnordi},
title = {MSViT: Dynamic Mixed-Scale Tokenization for Vision Transformers},
journal = {CoRR},
volume = {abs/2307.02321},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.02321},
doi = {10.48550/ARXIV.2307.02321},
eprinttype = {arXiv},
eprint = {2307.02321},
timestamp = {Mon, 10 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-02321.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-08910,
author = {Amelie Royer and
Tijmen Blankevoort and
Babak Ehteshami Bejnordi},
title = {Scalarization for Multi-Task and Multi-Domain Learning at Scale},
journal = {CoRR},
volume = {abs/2310.08910},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.08910},
doi = {10.48550/ARXIV.2310.08910},
eprinttype = {arXiv},
eprint = {2310.08910},
timestamp = {Wed, 25 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-08910.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/RoyerKSBB22,
author = {Amelie Royer and
Ilia Karmanov and
Andrii Skliar and
Babak Ehteshami Bejnordi and
Tijmen Blankevoort},
title = {Revisiting single-gated Mixtures of Experts},
booktitle = {33rd British Machine Vision Conference 2022, {BMVC} 2022, London,
UK, November 21-24, 2022},
pages = {736},
publisher = {{BMVA} Press},
year = {2022},
url = {https://bmvc2022.mpi-inf.mpg.de/736/},
timestamp = {Thu, 16 Feb 2023 16:15:04 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/RoyerKSBB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/BejnordiHPG22,
author = {Babak Ehteshami Bejnordi and
Amirhossein Habibian and
Fatih Porikli and
Amir Ghodrati},
editor = {Shai Avidan and
Gabriel J. Brostow and
Moustapha Ciss{\'{e}} and
Giovanni Maria Farinella and
Tal Hassner},
title = {{SALISA:} Saliency-Based Input Sampling for Efficient Video Object
Detection},
booktitle = {Computer Vision - {ECCV} 2022 - 17th European Conference, Tel Aviv,
Israel, October 23-27, 2022, Proceedings, Part {X}},
series = {Lecture Notes in Computer Science},
volume = {13670},
pages = {300--316},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-20080-9\_18},
doi = {10.1007/978-3-031-20080-9\_18},
timestamp = {Fri, 04 Nov 2022 14:12:41 +0100},
biburl = {https://dblp.org/rec/conf/eccv/BejnordiHPG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-02397,
author = {Babak Ehteshami Bejnordi and
Amirhossein Habibian and
Fatih Porikli and
Amir Ghodrati},
title = {{SALISA:} Saliency-based Input Sampling for Efficient Video Object
Detection},
journal = {CoRR},
volume = {abs/2204.02397},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.02397},
doi = {10.48550/ARXIV.2204.02397},
eprinttype = {arXiv},
eprint = {2204.02397},
timestamp = {Wed, 06 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-02397.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HabibianACB21,
author = {Amirhossein Habibian and
Davide Abati and
Taco S. Cohen and
Babak Ehteshami Bejnordi},
title = {Skip-Convolutions for Efficient Video Processing},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {2695--2704},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Habibian\_Skip-Convolutions\_for\_Efficient\_Video\_Processing\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.00272},
timestamp = {Mon, 18 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/HabibianACB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/GhodratiBH21,
author = {Amir Ghodrati and
Babak Ehteshami Bejnordi and
Amirhossein Habibian},
title = {FrameExit: Conditional Early Exiting for Efficient Video Recognition},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {15608--15618},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Ghodrati\_FrameExit\_Conditional\_Early\_Exiting\_for\_Efficient\_Video\_Recognition\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.01535},
timestamp = {Mon, 18 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/GhodratiBH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-11487,
author = {Amirhossein Habibian and
Davide Abati and
Taco S. Cohen and
Babak Ehteshami Bejnordi},
title = {Skip-Convolutions for Efficient Video Processing},
journal = {CoRR},
volume = {abs/2104.11487},
year = {2021},
url = {https://arxiv.org/abs/2104.11487},
eprinttype = {arXiv},
eprint = {2104.11487},
timestamp = {Tue, 27 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-11487.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-13400,
author = {Amir Ghodrati and
Babak Ehteshami Bejnordi and
Amirhossein Habibian},
title = {FrameExit: Conditional Early Exiting for Efficient Video Recognition},
journal = {CoRR},
volume = {abs/2104.13400},
year = {2021},
url = {https://arxiv.org/abs/2104.13400},
eprinttype = {arXiv},
eprint = {2104.13400},
timestamp = {Tue, 04 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-13400.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/AbatiTBCCB20,
author = {Davide Abati and
Jakub Tomczak and
Tijmen Blankevoort and
Simone Calderara and
Rita Cucchiara and
Babak Ehteshami Bejnordi},
title = {Conditional Channel Gated Networks for Task-Aware Continual Learning},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
pages = {3930--3939},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Abati\_Conditional\_Channel\_Gated\_Networks\_for\_Task-Aware\_Continual\_Learning\_CVPR\_2020\_paper.html},
doi = {10.1109/CVPR42600.2020.00399},
timestamp = {Tue, 31 Aug 2021 14:00:04 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/AbatiTBCCB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BejnordiBW20,
author = {Babak Ehteshami Bejnordi and
Tijmen Blankevoort and
Max Welling},
title = {Batch-shaping for learning conditional channel gated networks},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=Bke89JBtvB},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BejnordiBW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-00070,
author = {Davide Abati and
Jakub Tomczak and
Tijmen Blankevoort and
Simone Calderara and
Rita Cucchiara and
Babak Ehteshami Bejnordi},
title = {Conditional Channel Gated Networks for Task-Aware Continual Learning},
journal = {CoRR},
volume = {abs/2004.00070},
year = {2020},
url = {https://arxiv.org/abs/2004.00070},
eprinttype = {arXiv},
eprint = {2004.00070},
timestamp = {Wed, 08 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-00070.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-01808,
author = {Noureldien Hussein and
Mihir Jain and
Babak Ehteshami Bejnordi},
title = {TimeGate: Conditional Gating of Segments in Long-range Activities},
journal = {CoRR},
volume = {abs/2004.01808},
year = {2020},
url = {https://arxiv.org/abs/2004.01808},
eprinttype = {arXiv},
eprint = {2004.01808},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-01808.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/VetaHSBBWRSWRHT19,
author = {Mitko Veta and
Yujing J. Heng and
Nikolas Stathonikos and
Babak Ehteshami Bejnordi and
Francisco Beca and
Thomas Wollmann and
Karl Rohr and
Manan A. Shah and
Dayong Wang and
Mika{\"{e}}l Rousson and
Martin Hedlund and
David Tellez and
Francesco Ciompi and
Erwan Zerhouni and
David Lanyi and
Matheus Palhares Viana and
Vassili Kovalev and
Vitali Liauchuk and
Josien P. W. Pluim},
title = {Predicting breast tumor proliferation from whole-slide images: The
{TUPAC16} challenge},
journal = {Medical Image Anal.},
volume = {54},
pages = {111--121},
year = {2019},
url = {https://doi.org/10.1016/j.media.2019.02.012},
doi = {10.1016/J.MEDIA.2019.02.012},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/VetaHSBBWRSWRHT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/BandiGMDBHBLPZL19,
author = {P{\'{e}}ter B{\'{a}}ndi and
Oscar Geessink and
Quirine Manson and
Marcory Van Dijk and
Maschenka Balkenhol and
Meyke Hermsen and
Babak Ehteshami Bejnordi and
Byungjae Lee and
Kyunghyun Paeng and
Aoxiao Zhong and
Quanzheng Li and
Farhad Ghazvinian Zanjani and
Svitlana Zinger and
Keisuke Fukuta and
Daisuke Komura and
Vlado Ovtcharov and
Shenghua Cheng and
Shaoqun Zeng and
Jeppe Thagaard and
Anders B. Dahl and
Huangjing Lin and
Hao Chen and
Ludwig Jacobsson and
Martin Hedlund and
Melih {\c{C}}etin and
Eren Halici and
Hunter Jackson and
Richard Chen and
Fabian Both and
J{\"{o}}rg Franke and
Heidi K{\"{u}}sters{-}Vandevelde and
Willem Vreuls and
Peter Bult and
Bram van Ginneken and
Jeroen van der Laak and
Geert Litjens},
title = {From Detection of Individual Metastases to Classification of Lymph
Node Status at the Patient Level: The {CAMELYON17} Challenge},
journal = {{IEEE} Trans. Medical Imaging},
volume = {38},
number = {2},
pages = {550--560},
year = {2019},
url = {https://doi.org/10.1109/TMI.2018.2867350},
doi = {10.1109/TMI.2018.2867350},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/BandiGMDBHBLPZL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-06627,
author = {Babak Ehteshami Bejnordi and
Tijmen Blankevoort and
Max Welling},
title = {Batch-Shaped Channel Gated Networks},
journal = {CoRR},
volume = {abs/1907.06627},
year = {2019},
url = {http://arxiv.org/abs/1907.06627},
eprinttype = {arXiv},
eprint = {1907.06627},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-06627.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/ZanjaniZBLW18,
author = {Farhad Ghazvinian Zanjani and
Svitlana Zinger and
Babak Ehteshami Bejnordi and
Jeroen A. W. M. van der Laak and
Peter H. N. de With},
title = {Stain normalization of histopathology images using generative adversarial
networks},
booktitle = {15th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2018, Washington, DC, USA, April 4-7, 2018},
pages = {573--577},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ISBI.2018.8363641},
doi = {10.1109/ISBI.2018.8363641},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/ZanjaniZBLW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-08284,
author = {Mitko Veta and
Yujing J. Heng and
Nikolas Stathonikos and
Babak Ehteshami Bejnordi and
Francisco Beca and
Thomas Wollmann and
Karl Rohr and
Manan A. Shah and
Dayong Wang and
Mika{\"{e}}l Rousson and
Martin Hedlund and
David Tellez and
Francesco Ciompi and
Erwan Zerhouni and
David Lanyi and
Matheus Palhares Viana and
Vassili Kovalev and
Vitali Liauchuk and
Hady Ahmady Phoulady and
Talha Qaiser and
Simon Graham and
Nasir M. Rajpoot and
Erik Sj{\"{o}}blom and
Jesper Molin and
Kyunghyun Paeng and
Sangheum Hwang and
Sunggyun Park and
Zhipeng Jia and
Eric I{-}Chao Chang and
Yan Xu and
Andrew H. Beck and
Paul J. van Diest and
Josien P. W. Pluim},
title = {Predicting breast tumor proliferation from whole-slide images: the
{TUPAC16} challenge},
journal = {CoRR},
volume = {abs/1807.08284},
year = {2018},
url = {http://arxiv.org/abs/1807.08284},
eprinttype = {arXiv},
eprint = {1807.08284},
timestamp = {Wed, 24 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-08284.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/LitjensKBSCGLGS17,
author = {Geert Litjens and
Thijs Kooi and
Babak Ehteshami Bejnordi and
Arnaud Arindra Adiyoso Setio and
Francesco Ciompi and
Mohsen Ghafoorian and
Jeroen A. W. M. van der Laak and
Bram van Ginneken and
Clara I. S{\'{a}}nchez},
title = {A survey on deep learning in medical image analysis},
journal = {Medical Image Anal.},
volume = {42},
pages = {60--88},
year = {2017},
url = {https://doi.org/10.1016/j.media.2017.07.005},
doi = {10.1016/J.MEDIA.2017.07.005},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/LitjensKBSCGLGS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/CiompiGBSBLGNL17,
author = {Francesco Ciompi and
Oscar Geessink and
Babak Ehteshami Bejnordi and
Gabriel Silva de Souza and
Alexi Baidoshvili and
Geert Litjens and
Bram van Ginneken and
Iris Nagtegaal and
Jeroen van der Laak},
title = {The importance of stain normalization in colorectal tissue classification
with convolutional networks},
booktitle = {14th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2017, Melbourne, Australia, April 18-21, 2017},
pages = {160--163},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ISBI.2017.7950492},
doi = {10.1109/ISBI.2017.7950492},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/CiompiGBSBLGNL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/BejnordiLGMGSKL17,
author = {Babak Ehteshami Bejnordi and
Jimmy Lin and
Ben Glass and
Maeve Mullooly and
Gretchen L. Gierach and
Mark E. Sherman and
Nico Karssemeijer and
Jeroen van der Laak and
Andrew H. Beck},
title = {Deep learning-based assessment of tumor-associated stroma for diagnosing
breast cancer in histopathology images},
booktitle = {14th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2017, Melbourne, Australia, April 18-21, 2017},
pages = {929--932},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ISBI.2017.7950668},
doi = {10.1109/ISBI.2017.7950668},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/BejnordiLGMGSKL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LitjensKBSCGLGS17,
author = {Geert Litjens and
Thijs Kooi and
Babak Ehteshami Bejnordi and
Arnaud Arindra Adiyoso Setio and
Francesco Ciompi and
Mohsen Ghafoorian and
Jeroen A. W. M. van der Laak and
Bram van Ginneken and
Clara I. S{\'{a}}nchez},
title = {A Survey on Deep Learning in Medical Image Analysis},
journal = {CoRR},
volume = {abs/1702.05747},
year = {2017},
url = {http://arxiv.org/abs/1702.05747},
eprinttype = {arXiv},
eprint = {1702.05747},
timestamp = {Thu, 23 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LitjensKBSCGLGS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BejnordiLGMGSKL17,
author = {Babak Ehteshami Bejnordi and
Jimmy Lin and
Ben Glass and
Maeve Mullooly and
Gretchen L. Gierach and
Mark E. Sherman and
Nico Karssemeijer and
Jeroen van der Laak and
Andrew H. Beck},
title = {Deep learning-based assessment of tumor-associated stroma for diagnosing
breast cancer in histopathology images},
journal = {CoRR},
volume = {abs/1702.05803},
year = {2017},
url = {http://arxiv.org/abs/1702.05803},
eprinttype = {arXiv},
eprint = {1702.05803},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BejnordiLGMGSKL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CiompiGBSBLGNL17,
author = {Francesco Ciompi and
Oscar Geessink and
Babak Ehteshami Bejnordi and
Gabriel Silva de Souza and
Alexi Baidoshvili and
Geert Litjens and
Bram van Ginneken and
Iris Nagtegaal and
Jeroen van der Laak},
title = {The importance of stain normalization in colorectal tissue classification
with convolutional networks},
journal = {CoRR},
volume = {abs/1702.05931},
year = {2017},
url = {http://arxiv.org/abs/1702.05931},
eprinttype = {arXiv},
eprint = {1702.05931},
timestamp = {Thu, 23 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CiompiGBSBLGNL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BejnordiZBHBGKL17,
author = {Babak Ehteshami Bejnordi and
Guido C. A. Zuidhof and
Maschenka Balkenhol and
Meyke Hermsen and
Peter Bult and
Bram van Ginneken and
Nico Karssemeijer and
Geert Litjens and
Jeroen van der Laak},
title = {Context-aware stacked convolutional neural networks for classification
of breast carcinomas in whole-slide histopathology images},
journal = {CoRR},
volume = {abs/1705.03678},
year = {2017},
url = {http://arxiv.org/abs/1705.03678},
eprinttype = {arXiv},
eprint = {1705.03678},
timestamp = {Thu, 23 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BejnordiZBHBGKL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/BejnordiLTOHKL16,
author = {Babak Ehteshami Bejnordi and
Geert Litjens and
Nadya Timofeeva and
Irene Otte{-}H{\"{o}}ller and
Andr{\'{e}} Homeyer and
Nico Karssemeijer and
Jeroen A. W. M. van der Laak},
title = {Stain Specific Standardization of Whole-Slide Histopathological Images},
journal = {{IEEE} Trans. Medical Imaging},
volume = {35},
number = {2},
pages = {404--415},
year = {2016},
url = {https://doi.org/10.1109/TMI.2015.2476509},
doi = {10.1109/TMI.2015.2476509},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/BejnordiLTOHKL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/BejnordiBLHBKL16,
author = {Babak Ehteshami Bejnordi and
Maschenka Balkenhol and
Geert Litjens and
Roland Holland and
Peter Bult and
Nico Karssemeijer and
Jeroen A. W. M. van der Laak},
title = {Automated Detection of {DCIS} in Whole-Slide H{\&}E Stained Breast
Histopathology Images},
journal = {{IEEE} Trans. Medical Imaging},
volume = {35},
number = {9},
pages = {2141--2150},
year = {2016},
url = {https://doi.org/10.1109/TMI.2016.2550620},
doi = {10.1109/TMI.2016.2550620},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/BejnordiBLHBKL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mammo/MertzanidouHRBH16,
author = {Thomy Mertzanidou and
John H. Hipwell and
Sara Reis and
Babak Ehteshami Bejnordi and
Meyke Hermsen and
Mehmet Dalmis and
Suzan Vreemann and
Bram Platel and
Jeroen van der Laak and
Nico Karssemeijer and
Ritse Mann and
Peter Bult and
David J. Hawkes},
editor = {Anders Tingberg and
Kristina L{\aa}ng and
Pontus Timberg},
title = {Whole Mastectomy Volume Reconstruction from 2D Radiographs and Its
Mapping to Histology},
booktitle = {Breast Imaging - 13th International Workshop, {IWDM} 2016, Malm{\"{o}},
Sweden, June 19-22, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9699},
pages = {367--374},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-41546-8\_46},
doi = {10.1007/978-3-319-41546-8\_46},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mammo/MertzanidouHRBH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/LeemputDB15,
author = {Sil C. van de Leemput and
Frank Dorssers and
Babak Ehteshami Bejnordi},
editor = {Lubomir M. Hadjiiski and
Georgia D. Tourassi},
title = {A novel spherical shell filter for reducing false positives in automatic
detection of pulmonary nodules in thoracic {CT} scans},
booktitle = {Medical Imaging 2015: Computer-Aided Diagnosis, Orlando, Florida,
United States, 21-26 February 2015},
series = {{SPIE} Proceedings},
volume = {9414},
pages = {94142P},
publisher = {{SPIE}},
year = {2015},
url = {https://doi.org/10.1117/12.2082298},
doi = {10.1117/12.2082298},
timestamp = {Fri, 09 Mar 2018 09:19:55 +0100},
biburl = {https://dblp.org/rec/conf/micad/LeemputDB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midp/BejnordiLHKL15,
author = {Babak Ehteshami Bejnordi and
Geert Litjens and
Meyke Hermsen and
Nico Karssemeijer and
Jeroen A. W. M. van der Laak},
editor = {Metin N. Gurcan and
Anant Madabhushi},
title = {A multi-scale superpixel classification approach to the detection
of regions of interest in whole slide histopathology images},
booktitle = {Medical Imaging 2015: Digital Pathology, Orlando, Florida, United
States, 21-26 February 2015},
series = {{SPIE} Proceedings},
volume = {9420},
pages = {94200H},
publisher = {{SPIE}},
year = {2015},
url = {https://doi.org/10.1117/12.2081768},
doi = {10.1117/12.2081768},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midp/BejnordiLHKL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midp/LitjensBTSKKL15,
author = {Geert Litjens and
Babak Ehteshami Bejnordi and
Nadya Timofeeva and
G. Swadi and
Iringo Kovacs and
Christina A. Hulsbergen van de Kaa and
Jeroen van der Laak},
editor = {Metin N. Gurcan and
Anant Madabhushi},
title = {Automated detection of prostate cancer in digitized whole-slide images
of {H} and E-stained biopsy specimens},
booktitle = {Medical Imaging 2015: Digital Pathology, Orlando, Florida, United
States, 21-26 February 2015},
series = {{SPIE} Proceedings},
volume = {9420},
pages = {94200B},
publisher = {{SPIE}},
year = {2015},
url = {https://doi.org/10.1117/12.2081366},
doi = {10.1117/12.2081366},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midp/LitjensBTSKKL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midp/BejnordiTOKL14,
author = {Babak Ehteshami Bejnordi and
Nadya Timofeeva and
Irene Otte{-}H{\"{o}}ller and
Nico Karssemeijer and
Jeroen A. W. M. van der Laak},
editor = {Metin N. Gurcan and
Anant Madabhushi},
title = {Quantitative analysis of stain variability in histology slides and
an algorithm for standardization},
booktitle = {Medical Imaging 2014: Digital Pathology, San Diego, California, United
States, 15-20 February 2014},
series = {{SPIE} Proceedings},
volume = {9041},
pages = {904108},
publisher = {{SPIE}},
year = {2014},
url = {https://doi.org/10.1117/12.2043683},
doi = {10.1117/12.2043683},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midp/BejnordiTOKL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midp/BejnordiMSMBM13,
author = {Babak Ehteshami Bejnordi and
Ramin Moshavegh and
K. Sujathan and
Patrik Malm and
Ewert Bengtsson and
Andrew Mehnert},
editor = {Metin N. Gurcan and
Anant Madabhushi},
title = {Novel chromatin texture features for the classification of pap smears},
booktitle = {Medical Imaging 2013: Digital Pathology, Lake Buena Vista (Orlando
Area), Florida, United States, 9-14 February 2013},
series = {{SPIE} Proceedings},
volume = {8676},
pages = {867608},
publisher = {{SPIE}},
year = {2013},
url = {https://doi.org/10.1117/12.2007185},
doi = {10.1117/12.2007185},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midp/BejnordiMSMBM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/MoshaveghBMSMB12,
author = {Ramin Moshavegh and
Babak Ehteshami Bejnordi and
Andrew Mehnert and
K. Sujathan and
Patrik Malm and
Ewert Bengtsson},
title = {Automated segmentation of free-lying cell nuclei in Pap smears for
malignancy-associated change analysis},
booktitle = {Annual International Conference of the {IEEE} Engineering in Medicine
and Biology Society, {EMBC} 2012, San Diego, CA, USA, August 28 -
September 1, 2012},
pages = {5372--5375},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/EMBC.2012.6347208},
doi = {10.1109/EMBC.2012.6347208},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/embc/MoshaveghBMSMB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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