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@inproceedings{DBLP:conf/compay/Abbasi-Sureshjani21,
author = {Samaneh Abbasi{-}Sureshjani and
Anil Y{\"{u}}ce and
Simon Sch{\"{o}}nenberger and
Maris Skujevskis and
Uwe Schalles and
Fabien Gaire and
Konstanty Korski},
editor = {Manfredo Atzori and
Nikolay Burlutskiy and
Francesco Ciompi and
Zhang Li and
Fayyaz A. Minhas and
Henning M{\"{u}}ller and
Tingying Peng and
Nasir M. Rajpoot and
Ben Torben{-}Nielsen and
Jeroen van der Laak and
Mitko Veta and
Yinyin Yuan and
Inti Zlobec},
title = {Molecular Subtype Prediction for Breast Cancer Using H{\&}E Specialized
Backbone},
booktitle = {{MICCAI} Workshop on Computational Pathology, COMPAY@MICCAI 2021,
27 September 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {156},
pages = {1--9},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v156/abbasi-sureshjani21a.html},
timestamp = {Thu, 22 Sep 2022 19:27:15 +0200},
biburl = {https://dblp.org/rec/conf/compay/Abbasi-Sureshjani21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compay/AlGhamdiaKRR21,
author = {Hammam M. AlGhamdia and
Navid Alemi Koohbanani and
Nasir M. Rajpoot and
Shan E Ahmed Raza},
editor = {Manfredo Atzori and
Nikolay Burlutskiy and
Francesco Ciompi and
Zhang Li and
Fayyaz A. Minhas and
Henning M{\"{u}}ller and
Tingying Peng and
Nasir M. Rajpoot and
Ben Torben{-}Nielsen and
Jeroen van der Laak and
Mitko Veta and
Yinyin Yuan and
Inti Zlobec},
title = {A Novel Cell Map Representation for Weakly Supervised Prediction of
{ER} {\&} {PR} Status from H{\&}E WSIs},
booktitle = {{MICCAI} Workshop on Computational Pathology, COMPAY@MICCAI 2021,
27 September 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {156},
pages = {10--19},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v156/alghamdia21a.html},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/compay/AlGhamdiaKRR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compay/BancherMEED21,
author = {Benjamin Bancher and
Amirreza Mahbod and
Isabella Ellinger and
Rupert Ecker and
Georg Dorffner},
editor = {Manfredo Atzori and
Nikolay Burlutskiy and
Francesco Ciompi and
Zhang Li and
Fayyaz A. Minhas and
Henning M{\"{u}}ller and
Tingying Peng and
Nasir M. Rajpoot and
Ben Torben{-}Nielsen and
Jeroen van der Laak and
Mitko Veta and
Yinyin Yuan and
Inti Zlobec},
title = {Improving Mask {R-CNN} for Nuclei Instance Segmentation in Hematoxylin
{\&} Eosin-Stained Histological Images},
booktitle = {{MICCAI} Workshop on Computational Pathology, COMPAY@MICCAI 2021,
27 September 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {156},
pages = {20--35},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v156/bancher21a.html},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/compay/BancherMEED21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compay/BaoTLGCLCWRLH21,
author = {Shunxing Bao and
Yucheng Tang and
Ho Hin Lee and
Riqiang Gao and
Sophie Chiron and
Ilwoo Lyu and
Lori A. Coburn and
Keith T. Wilson and
Joseph T. Roland and
Bennett A. Landman and
Yuankai Huo},
editor = {Manfredo Atzori and
Nikolay Burlutskiy and
Francesco Ciompi and
Zhang Li and
Fayyaz A. Minhas and
Henning M{\"{u}}ller and
Tingying Peng and
Nasir M. Rajpoot and
Ben Torben{-}Nielsen and
Jeroen van der Laak and
Mitko Veta and
Yinyin Yuan and
Inti Zlobec},
title = {Random Multi-Channel Image Synthesis for Multiplexed Immunofluorescence
Imaging},
booktitle = {{MICCAI} Workshop on Computational Pathology, COMPAY@MICCAI 2021,
27 September 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {156},
pages = {36--46},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v156/bao21a.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compay/BaoTLGCLCWRLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compay/BozorgpourASS21,
author = {Afshin Bozorgpour and
Reza Azad and
Eman Showkatian and
Alaa Sulaiman},
editor = {Manfredo Atzori and
Nikolay Burlutskiy and
Francesco Ciompi and
Zhang Li and
Fayyaz A. Minhas and
Henning M{\"{u}}ller and
Tingying Peng and
Nasir M. Rajpoot and
Ben Torben{-}Nielsen and
Jeroen van der Laak and
Mitko Veta and
Yinyin Yuan and
Inti Zlobec},
title = {Multi-scale Regional Attention Deeplab3+: Multiple Myeloma Plasma
Cells Segmentation in Microscopic Images},
booktitle = {{MICCAI} Workshop on Computational Pathology, COMPAY@MICCAI 2021,
27 September 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {156},
pages = {47--56},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v156/afshin21a.html},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compay/BozorgpourASS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compay/ButkeFREGM21,
author = {Joshua Butke and
Tatjana Frick and
Florian Roghmann and
Samir F. El{-}Mashtoly and
Klaus Gerwert and
Axel Mosig},
editor = {Manfredo Atzori and
Nikolay Burlutskiy and
Francesco Ciompi and
Zhang Li and
Fayyaz A. Minhas and
Henning M{\"{u}}ller and
Tingying Peng and
Nasir M. Rajpoot and
Ben Torben{-}Nielsen and
Jeroen van der Laak and
Mitko Veta and
Yinyin Yuan and
Inti Zlobec},
title = {End-to-end Multiple Instance Learning for Whole-Slide Cytopathology
of Urothelial Carcinoma},
booktitle = {{MICCAI} Workshop on Computational Pathology, COMPAY@MICCAI 2021,
27 September 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {156},
pages = {57--68},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v156/butke21a.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compay/ButkeFREGM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compay/GanzKHBHMBBJA21,
author = {Jonathan Ganz and
Tobias Kirsch and
Lucas Hoffmann and
Christof A. Bertram and
Christoph Hoffmann and
Andreas K. Maier and
Katharina Breininger and
Ingmar Bl{\"{u}}mcke and
Samir Jabari and
Marc Aubreville},
editor = {Manfredo Atzori and
Nikolay Burlutskiy and
Francesco Ciompi and
Zhang Li and
Fayyaz A. Minhas and
Henning M{\"{u}}ller and
Tingying Peng and
Nasir M. Rajpoot and
Ben Torben{-}Nielsen and
Jeroen van der Laak and
Mitko Veta and
Yinyin Yuan and
Inti Zlobec},
title = {Automatic and explainable grading of meningiomas from histopathology
images},
booktitle = {{MICCAI} Workshop on Computational Pathology, COMPAY@MICCAI 2021,
27 September 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {156},
pages = {69--80},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v156/ganz21a.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compay/GanzKHBHMBBJA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compay/GuerendelAT21,
author = {Corentin Guer{\'{e}}ndel and
Phil Arnold and
Ben Torben{-}Nielsen},
editor = {Manfredo Atzori and
Nikolay Burlutskiy and
Francesco Ciompi and
Zhang Li and
Fayyaz A. Minhas and
Henning M{\"{u}}ller and
Tingying Peng and
Nasir M. Rajpoot and
Ben Torben{-}Nielsen and
Jeroen van der Laak and
Mitko Veta and
Yinyin Yuan and
Inti Zlobec},
title = {Creating small but meaningful representations of digital pathology
images},
booktitle = {{MICCAI} Workshop on Computational Pathology, COMPAY@MICCAI 2021,
27 September 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {156},
pages = {206--215},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v156/guerendel21a.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compay/GuerendelAT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compay/HamidinekooKTSS21,
author = {Azam Hamidinekoo and
Anna Kelsey and
Nicholas Trahearn and
Joanna Selfe and
Janet Shipley and
Yinyin Yuan},
editor = {Manfredo Atzori and
Nikolay Burlutskiy and
Francesco Ciompi and
Zhang Li and
Fayyaz A. Minhas and
Henning M{\"{u}}ller and
Tingying Peng and
Nasir M. Rajpoot and
Ben Torben{-}Nielsen and
Jeroen van der Laak and
Mitko Veta and
Yinyin Yuan and
Inti Zlobec},
title = {Automated Quantification Of Blood Microvessels In Hematoxylin And
Eosin Whole Slide Images},
booktitle = {{MICCAI} Workshop on Computational Pathology, COMPAY@MICCAI 2021,
27 September 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {156},
pages = {94--104},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v156/hamidinekoo21a.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compay/HamidinekooKTSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compay/HohneZBTL21,
author = {Johannes H{\"{o}}hne and
Jacob de Zoete and
Arndt A. Schmitz and
Tricia Bal and
Emmanuelle di Tomaso and
Matthias Lenga},
editor = {Manfredo Atzori and
Nikolay Burlutskiy and
Francesco Ciompi and
Zhang Li and
Fayyaz A. Minhas and
Henning M{\"{u}}ller and
Tingying Peng and
Nasir M. Rajpoot and
Ben Torben{-}Nielsen and
Jeroen van der Laak and
Mitko Veta and
Yinyin Yuan and
Inti Zlobec},
title = {Detecting genetic alterations in {BRAF} and {NTRK} as oncogenic drivers
in digital pathology images: towards model generalization within and
across multiple thyroid cohorts},
booktitle = {{MICCAI} Workshop on Computational Pathology, COMPAY@MICCAI 2021,
27 September 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {156},
pages = {105--116},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v156/hohne21a.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compay/HohneZBTL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compay/JaumePAFG21,
author = {Guillaume Jaume and
Pushpak Pati and
Valentin Anklin and
Antonio Foncubierta and
Maria Gabrani},
editor = {Manfredo Atzori and
Nikolay Burlutskiy and
Francesco Ciompi and
Zhang Li and
Fayyaz A. Minhas and
Henning M{\"{u}}ller and
Tingying Peng and
Nasir M. Rajpoot and
Ben Torben{-}Nielsen and
Jeroen van der Laak and
Mitko Veta and
Yinyin Yuan and
Inti Zlobec},
title = {HistoCartography: {A} Toolkit for Graph Analytics in Digital Pathology},
booktitle = {{MICCAI} Workshop on Computational Pathology, COMPAY@MICCAI 2021,
27 September 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {156},
pages = {117--128},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v156/jaume21a.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compay/JaumePAFG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compay/LalehEMHSK21,
author = {Narmin Ghaffari Laleh and
Amelie Echle and
Hannah Sophie Muti and
Katherine Jane Hewitt and
Volkmar Schulz and
Jakob Nikolas Kather},
editor = {Manfredo Atzori and
Nikolay Burlutskiy and
Francesco Ciompi and
Zhang Li and
Fayyaz A. Minhas and
Henning M{\"{u}}ller and
Tingying Peng and
Nasir M. Rajpoot and
Ben Torben{-}Nielsen and
Jeroen van der Laak and
Mitko Veta and
Yinyin Yuan and
Inti Zlobec},
title = {Deep Learning for interpretable end-to-end survival (E-ESurv) prediction
in gastrointestinal cancer histopathology},
booktitle = {{MICCAI} Workshop on Computational Pathology, COMPAY@MICCAI 2021,
27 September 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {156},
pages = {81--93},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v156/ghaffari-laleh21a.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compay/LalehEMHSK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compay/LerousseauVDP21,
author = {Marvin Lerousseau and
Maria Vakalopoulou and
Eric Deutsch and
Nikos Paragios},
editor = {Manfredo Atzori and
Nikolay Burlutskiy and
Francesco Ciompi and
Zhang Li and
Fayyaz A. Minhas and
Henning M{\"{u}}ller and
Tingying Peng and
Nasir M. Rajpoot and
Ben Torben{-}Nielsen and
Jeroen van der Laak and
Mitko Veta and
Yinyin Yuan and
Inti Zlobec},
title = {SparseConvMIL: Sparse Convolutional Context-Aware Multiple Instance
Learning for Whole Slide Image Classification},
booktitle = {{MICCAI} Workshop on Computational Pathology, COMPAY@MICCAI 2021,
27 September 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {156},
pages = {129--139},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v156/lerousseau21a.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compay/LerousseauVDP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compay/LeroySLHECPGD21,
author = {Amaury Leroy and
Kumar Shreshtha and
Marvin Lerousseau and
Th{\'{e}}ophraste Henry and
Th{\'{e}}o Estienne and
Marion Classe and
Nikos Paragios and
Vincent Gr{\'{e}}goire and
Eric Deutsch},
editor = {Manfredo Atzori and
Nikolay Burlutskiy and
Francesco Ciompi and
Zhang Li and
Fayyaz A. Minhas and
Henning M{\"{u}}ller and
Tingying Peng and
Nasir M. Rajpoot and
Ben Torben{-}Nielsen and
Jeroen van der Laak and
Mitko Veta and
Yinyin Yuan and
Inti Zlobec},
title = {Magnetic Resonance Imaging Virtual Histopathology from Weakly Paired
Data},
booktitle = {{MICCAI} Workshop on Computational Pathology, COMPAY@MICCAI 2021,
27 September 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {156},
pages = {140--150},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v156/leroy21a.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compay/LeroySLHECPGD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compay/LiZSWYL21,
author = {Chaoqun Li and
Yitian Zhou and
Tangqi Shi and
Yenan Wu and
Meng Yang and
Zhongyu Li},
editor = {Manfredo Atzori and
Nikolay Burlutskiy and
Francesco Ciompi and
Zhang Li and
Fayyaz A. Minhas and
Henning M{\"{u}}ller and
Tingying Peng and
Nasir M. Rajpoot and
Ben Torben{-}Nielsen and
Jeroen van der Laak and
Mitko Veta and
Yinyin Yuan and
Inti Zlobec},
title = {Unsupervised Domain Adaptation for the Histopathological Cell Segmentation
through Self-Ensembling},
booktitle = {{MICCAI} Workshop on Computational Pathology, COMPAY@MICCAI 2021,
27 September 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {156},
pages = {151--158},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v156/li21a.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compay/LiZSWYL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compay/LuPNL0XS21,
author = {Mengkang Lu and
Yongsheng Pan and
Dong Nie and
Feihong Liu and
Feng Shi and
Yong Xia and
Dinggang Shen},
editor = {Manfredo Atzori and
Nikolay Burlutskiy and
Francesco Ciompi and
Zhang Li and
Fayyaz A. Minhas and
Henning M{\"{u}}ller and
Tingying Peng and
Nasir M. Rajpoot and
Ben Torben{-}Nielsen and
Jeroen van der Laak and
Mitko Veta and
Yinyin Yuan and
Inti Zlobec},
title = {{SMILE:} Sparse-Attention based Multiple Instance Contrastive Learning
for Glioma Sub-Type Classification Using Pathological Images},
booktitle = {{MICCAI} Workshop on Computational Pathology, COMPAY@MICCAI 2021,
27 September 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {156},
pages = {159--169},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v156/lu21a.html},
timestamp = {Sat, 11 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compay/LuPNL0XS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compay/MariniOCS0VBAM21,
author = {Niccol{\`{o}} Marini and
Sebastian Ot{\'{a}}lora and
Francesco Ciompi and
Gianmaria Silvello and
Stefano Marchesin and
Simona Vatrano and
Genziana Buttafuoco and
Manfredo Atzori and
Henning M{\"{u}}ller},
editor = {Manfredo Atzori and
Nikolay Burlutskiy and
Francesco Ciompi and
Zhang Li and
Fayyaz A. Minhas and
Henning M{\"{u}}ller and
Tingying Peng and
Nasir M. Rajpoot and
Ben Torben{-}Nielsen and
Jeroen van der Laak and
Mitko Veta and
Yinyin Yuan and
Inti Zlobec},
title = {Multi-Scale Task Multiple Instance Learning for the Classification
of Digital Pathology Images with Global Annotations},
booktitle = {{MICCAI} Workshop on Computational Pathology, COMPAY@MICCAI 2021,
27 September 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {156},
pages = {170--181},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v156/marini21a.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compay/MariniOCS0VBAM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compay/MarzahlWFTPBKVK21,
author = {Christian Marzahl and
Frauke Wilm and
Franz F. Dressler and
Lars Tharun and
Sven Perner and
Christof A. Bertram and
Christine Kr{\"{o}}ger and
J{\"{o}}rn Voigt and
Robert Klopfleisch and
Andreas K. Maier and
Marc Aubreville and
Katharina Breininger},
editor = {Manfredo Atzori and
Nikolay Burlutskiy and
Francesco Ciompi and
Zhang Li and
Fayyaz A. Minhas and
Henning M{\"{u}}ller and
Tingying Peng and
Nasir M. Rajpoot and
Ben Torben{-}Nielsen and
Jeroen van der Laak and
Mitko Veta and
Yinyin Yuan and
Inti Zlobec},
title = {Robust Quad-Tree based Registration on Whole Slide Images},
booktitle = {{MICCAI} Workshop on Computational Pathology, COMPAY@MICCAI 2021,
27 September 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {156},
pages = {181--190},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v156/marzahl21a.html},
timestamp = {Wed, 11 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compay/MarzahlWFTPBKVK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compay/SaillardDMMKSJ21,
author = {Charlie Saillard and
Olivier Dehaene and
Tanguy Marchand and
Olivier Moindrot and
Aur{\'{e}}lie Kamoun and
Benoit Schmauch and
Simon J{\'{e}}gou},
editor = {Manfredo Atzori and
Nikolay Burlutskiy and
Francesco Ciompi and
Zhang Li and
Fayyaz A. Minhas and
Henning M{\"{u}}ller and
Tingying Peng and
Nasir M. Rajpoot and
Ben Torben{-}Nielsen and
Jeroen van der Laak and
Mitko Veta and
Yinyin Yuan and
Inti Zlobec},
title = {Self-supervised learning improves dMMR/MSI detection from histology
slides across multiple cancers},
booktitle = {{MICCAI} Workshop on Computational Pathology, COMPAY@MICCAI 2021,
27 September 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {156},
pages = {191--205},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v156/saillard21a.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compay/SaillardDMMKSJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compay/TourniaireIHAD21,
author = {Paul Tourniaire and
Marius Ilie and
Paul Hofman and
Nicholas Ayache and
Herve Delingette},
editor = {Manfredo Atzori and
Nikolay Burlutskiy and
Francesco Ciompi and
Zhang Li and
Fayyaz A. Minhas and
Henning M{\"{u}}ller and
Tingying Peng and
Nasir M. Rajpoot and
Ben Torben{-}Nielsen and
Jeroen van der Laak and
Mitko Veta and
Yinyin Yuan and
Inti Zlobec},
title = {Attention-based Multiple Instance Learning with Mixed Supervision
on the Camelyon16 Dataset},
booktitle = {{MICCAI} Workshop on Computational Pathology, COMPAY@MICCAI 2021,
27 September 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {156},
pages = {216--226},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v156/tourniaire21a.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compay/TourniaireIHAD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compay/XingM0SXS0S21,
author = {Xiaodan Xing and
Yixin Ma and
Lei Jin and
Tianyang Sun and
Zhong Xue and
Feng Shi and
Jinsong Wu and
Dinggang Shen},
editor = {Manfredo Atzori and
Nikolay Burlutskiy and
Francesco Ciompi and
Zhang Li and
Fayyaz A. Minhas and
Henning M{\"{u}}ller and
Tingying Peng and
Nasir M. Rajpoot and
Ben Torben{-}Nielsen and
Jeroen van der Laak and
Mitko Veta and
Yinyin Yuan and
Inti Zlobec},
title = {A Multi-scale Graph Network with Multi-head Attention for Histopathology
Image Diagnosisn},
booktitle = {{MICCAI} Workshop on Computational Pathology, COMPAY@MICCAI 2021,
27 September 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {156},
pages = {227--235},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v156/xing21a.html},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compay/XingM0SXS0S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compay/XuD21,
author = {Qing Xu and
Wenting Duan},
editor = {Manfredo Atzori and
Nikolay Burlutskiy and
Francesco Ciompi and
Zhang Li and
Fayyaz A. Minhas and
Henning M{\"{u}}ller and
Tingying Peng and
Nasir M. Rajpoot and
Ben Torben{-}Nielsen and
Jeroen van der Laak and
Mitko Veta and
Yinyin Yuan and
Inti Zlobec},
title = {An Automatic Nuclei Image Segmentation Based on Multi-Scale Split-Attention
U-Net},
booktitle = {{MICCAI} Workshop on Computational Pathology, COMPAY@MICCAI 2021,
27 September 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {156},
pages = {236--245},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v156/xu21a.html},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compay/XuD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compay/ZhangGALMY21,
author = {Hanyun Zhang and
Tami Grunewald and
Ayse U. Akarca and
Jonathan A. Ledermann and
Teresa Marafioti and
Yinyin Yuan},
editor = {Manfredo Atzori and
Nikolay Burlutskiy and
Francesco Ciompi and
Zhang Li and
Fayyaz A. Minhas and
Henning M{\"{u}}ller and
Tingying Peng and
Nasir M. Rajpoot and
Ben Torben{-}Nielsen and
Jeroen van der Laak and
Mitko Veta and
Yinyin Yuan and
Inti Zlobec},
title = {Symmetric Dense Inception Network for Simultaneous Cell Detection
and Classification in Multiplex Immunohistochemistry Images},
booktitle = {{MICCAI} Workshop on Computational Pathology, COMPAY@MICCAI 2021,
27 September 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {156},
pages = {246--257},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v156/zhang21a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compay/ZhangGALMY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/compay/2021,
editor = {Manfredo Atzori and
Nikolay Burlutskiy and
Francesco Ciompi and
Zhang Li and
Fayyaz A. Minhas and
Henning M{\"{u}}ller and
Tingying Peng and
Nasir M. Rajpoot and
Ben Torben{-}Nielsen and
Jeroen van der Laak and
Mitko Veta and
Yinyin Yuan and
Inti Zlobec},
title = {{MICCAI} Workshop on Computational Pathology, COMPAY@MICCAI 2021,
27 September 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {156},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v156/},
timestamp = {Thu, 22 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compay/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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