Towards Real-World Federated Learning in Medical Image Analysis Using Kaapana

Klaus Kades, Jonas Scherer, Maximilian Zenk, Marius Kempf, Klaus H. Maier-Hein. Towards Real-World Federated Learning in Medical Image Analysis Using Kaapana. In Shadi Albarqouni, Spyridon Bakas, Sophia Bano, M. Jorge Cardoso, Bishesh Khanal, Bennett A. Landman, Xiaoxiao Li, Chen Qin, Islem Rekik, Nicola Rieke, Holger Roth, Debdoot Sheet, Daguang Xu, editors, Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health - Third MICCAI Workshop, DeCaF 2022, and Second MICCAI Workshop, FAIR 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18 and 22, 2022, Proceedings. Volume 13573 of Lecture Notes in Computer Science, pages 130-140, Springer, 2022. [doi]

@inproceedings{KadesSZKM22,
  title = {Towards Real-World Federated Learning in Medical Image Analysis Using Kaapana},
  author = {Klaus Kades and Jonas Scherer and Maximilian Zenk and Marius Kempf and Klaus H. Maier-Hein},
  year = {2022},
  doi = {10.1007/978-3-031-18523-6_13},
  url = {https://doi.org/10.1007/978-3-031-18523-6_13},
  researchr = {https://researchr.org/publication/KadesSZKM22},
  cites = {0},
  citedby = {0},
  pages = {130-140},
  booktitle = {Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health - Third MICCAI Workshop, DeCaF 2022, and Second MICCAI Workshop, FAIR 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18 and 22, 2022, Proceedings},
  editor = {Shadi Albarqouni and Spyridon Bakas and Sophia Bano and M. Jorge Cardoso and Bishesh Khanal and Bennett A. Landman and Xiaoxiao Li and Chen Qin and Islem Rekik and Nicola Rieke and Holger Roth and Debdoot Sheet and Daguang Xu},
  volume = {13573},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-031-18523-6},
}