Federated Learning for Breast Density Classification: A Real-World Implementation

Holger R. Roth, Ken Chang, Praveer Singh, Nir Neumark, Wenqi Li, 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. In Shadi Albarqouni, Spyridon Bakas, Konstantinos Kamnitsas, M. Jorge Cardoso, Bennett A. Landman, Wenqi Li, Fausto Milletari, Nicola Rieke, Holger Roth, Daguang Xu, Ziyue Xu, editors, 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. Volume 12444 of Lecture Notes in Computer Science, pages 181-191, Springer, 2020. [doi]

@inproceedings{RothCSNLGGQIBWB20,
  title = {Federated Learning for Breast Density Classification: A Real-World Implementation},
  author = {Holger R. Roth and Ken Chang and Praveer Singh and Nir Neumark and Wenqi Li and Vikash Gupta and Sharut Gupta and Liangqiong Qu and Alvin Ihsani and Bernardo C. Bizzo and Yuhong Wen and Varun Buch and Meesam Shah and Felipe Kitamura and Matheus Mendonça and Vitor Lavor and Ahmed Harouni and Colin Compas and Jesse Tetreault and Prerna Dogra and Yan Cheng and Selnur Erdal and Richard D. White and Behrooz Hashemian and Thomas J. Schultz and Miao Zhang and Adam McCarthy and B. Min Yun and Elshaimaa Sharaf and Katharina Viktoria Hoebel and Jay B. Patel and Bryan Chen and Sean Ko and Evan Leibovitz and Etta D. Pisano and Laura Coombs and Daguang Xu and Keith J. Dreyer and Ittai Dayan and Ram C. Naidu and Mona Flores and Daniel L. Rubin and Jayashree Kalpathy-Cramer},
  year = {2020},
  doi = {10.1007/978-3-030-60548-3_18},
  url = {https://doi.org/10.1007/978-3-030-60548-3_18},
  researchr = {https://researchr.org/publication/RothCSNLGGQIBWB20},
  cites = {0},
  citedby = {0},
  pages = {181-191},
  booktitle = {Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning - Second MICCAI Workshop, DART 2020, and First MICCAI Workshop, DCL 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings},
  editor = {Shadi Albarqouni and Spyridon Bakas and Konstantinos Kamnitsas and M. Jorge Cardoso and Bennett A. Landman and Wenqi Li and Fausto Milletari and Nicola Rieke and Holger Roth and Daguang Xu and Ziyue Xu},
  volume = {12444},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-030-60548-3},
}