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Results
Found 21 publication records. Showing 21 according to the selection in the facets
| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Pochuan Wang, Chen Shen 0002, Holger R. Roth, Dong Yang 0005, Daguang Xu, Masahiro Oda, Kazunari Misawa, Po-Ting Chen, Kao-Lang Liu, Wei-Chih Liao, Weichung Wang, Kensaku Mori |
Automated Pancreas Segmentation Using Multi-institutional Collaborative Deep Learning.  |
DART/DCL@MICCAI  |
2020 |
DBLP DOI BibTeX RDF |
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| 1 | Ruibin Feng, Zongwei Zhou, Michael B. Gotway, Jianming Liang |
Parts2Whole: Self-supervised Contrastive Learning via Reconstruction. |
DART/DCL@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Pulkit Khandelwal, Paul A. Yushkevich |
Domain Generalizer: A Few-Shot Meta Learning Framework for Domain Generalization in Medical Imaging. |
DART/DCL@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
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| 1 | Mathieu Andreux, Jean Ogier du Terrail, Constance Beguier, Eric W. Tramel |
Siloed Federated Learning for Multi-centric Histopathology Datasets. |
DART/DCL@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
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| 1 | Junlin Yang, Xiaoxiao Li, Daniel H. Pak, Nicha C. Dvornek, Julius Chapiro, Ming De Lin, James S. Duncan |
Cross-Modality Segmentation by Self-supervised Semantic Alignment in Disentangled Content Space. |
DART/DCL@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
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| 1 | Haochuan Jiang, Agisilaos Chartsias, Xinheng Zhang, Giorgos Papanastasiou, Scott Semple, Mark R. Dweck, David Semple, Rohan Dharmakumar, Sotirios A. Tsaftaris |
Semi-supervised Pathology Segmentation with Disentangled Representations. |
DART/DCL@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
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| 1 | Holger R. Roth, Ken Chang, Praveer Singh, Nir Neumark, Wenqi Li 0001, Vikash Gupta, Sharut Gupta, Liangqiong Qu, Alvin Ihsani, Bernardo C. Bizzo, Yuhong Wen, Varun Buch, Meesam Shah, Felipe Kitamura, Matheus Mendonça, Vitor Lavor, Ahmed Harouni, Colin Compas, Jesse Tetreault, Prerna Dogra, Yan Cheng, Selnur Erdal, Richard D. White, Behrooz Hashemian, Thomas J. Schultz, Miao Zhang, Adam McCarthy, B. Min Yun, Elshaimaa Sharaf, Katharina Viktoria Hoebel, Jay B. Patel, Bryan Chen, Sean Ko, Evan Leibovitz, Etta D. Pisano, Laura Coombs, Daguang Xu, Keith J. Dreyer, Ittai Dayan, Ram C. Naidu, Mona Flores, Daniel L. Rubin, Jayashree Kalpathy-Cramer |
Federated Learning for Breast Density Classification: A Real-World Implementation. |
DART/DCL@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
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| 1 | Boris Shirokikh, Ivan Zakazov, Alexey Chernyavskiy, Irina Fedulova, Mikhail Belyaev |
First U-Net Layers Contain More Domain Specific Information Than the Last Ones. |
DART/DCL@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
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| 1 | Yousef Yeganeh, Azade Farshad, Nassir Navab, Shadi Albarqouni |
Inverse Distance Aggregation for Federated Learning with Non-IID Data. |
DART/DCL@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
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| 1 | Yaxin Chen, Benteng Ma, Yong Xia 0001 |
α-UNet++: A Data-Driven Neural Network Architecture for Medical Image Segmentation. |
DART/DCL@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
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| 1 | Shadi Albarqouni, Spyridon Bakas, Konstantinos Kamnitsas, M. Jorge Cardoso, Bennett A. Landman, Wenqi Li 0001, Fausto Milletari, Nicola Rieke, Holger Roth, Daguang Xu, Ziyue Xu 0001 (eds.) |
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 |
DART/DCL@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Abdelrahman Elskhawy, Aneta Lisowska, Matthias Keicher, Joseph Henry, Paul Thomson, Nassir Navab |
Continual Class Incremental Learning for CT Thoracic Segmentation. |
DART/DCL@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Tong Li, Kai Xuan, Zhong Xue, Lei Chen, Lichi Zhang, Dahong Qian |
Cross-View Label Transfer in Knee MR Segmentation Using Iterative Context Learning. |
DART/DCL@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Zichun Huang, Hongyan Mao, Ningkang Jiang, Xiaoling Wang |
DAPR-Net: Domain Adaptive Predicting-Refinement Network for Retinal Vessel Segmentation. |
DART/DCL@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Mhd Hasan Sarhan, Nassir Navab, Abouzar Eslami, Shadi Albarqouni |
On the Fairness of Privacy-Preserving Representations in Medical Applications. |
DART/DCL@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Zisheng Li, Masahiro Ogino |
Augmented Radiology: Patient-Wise Feature Transfer Model for Glioma Grading. |
DART/DCL@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Samuel W. Remedios, John A. Butman, Bennett A. Landman, Dzung L. Pham |
Federated Gradient Averaging for Multi-Site Training with Momentum-Based Optimizers. |
DART/DCL@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Felix Grimberg, Mary-Anne Hartley, Martin Jaggi, Sai Praneeth Karimireddy |
Weight Erosion: An Update Aggregation Scheme for Personalized Collaborative Machine Learning. |
DART/DCL@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | James Tong, Dwarikanath Mahapatra, C. Paul Bonnington, Tom Drummond, Zongyuan Ge |
Registration of Histopathology Images Using Self Supervised Fine Grained Feature Maps. |
DART/DCL@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Hao Guan, Erkun Yang, Pew-Thian Yap, Dinggang Shen, Mingxia Liu 0001 |
Attention-Guided Deep Domain Adaptation for Brain Dementia Identification with Multi-site Neuroimaging Data. |
DART/DCL@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Santiago Silva 0001, André Altmann, Boris Gutman, Marco Lorenzi |
Fed-BioMed: A General Open-Source Frontend Framework for Federated Learning in Healthcare. |
DART/DCL@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
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