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, Sin...

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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, Sin... - 最新文献

Federated Learning: Fundamentals and Advances

Pub Date : 2023-01-01 DOI: 10.1007/978-981-19-7083-2 Yaochu Jin, Hangyu Zhu, Jinjin Xu, Yang Chen

Incremental Learning Meets Transfer Learning: Application to Multi-site Prostate MRI Segmentation.

Pub Date : 2022-09-01 DOI: 10.1007/978-3-031-18523-6_1 Chenyu You, Jinlin Xiang, Kun Su, Xiaoran Zhang, Siyuan Dong, John Onofrey, Lawrence Staib, James S Duncan

Towards More Efficient Data Valuation in Healthcare Federated Learning using Ensembling

Pub Date : 2022-09-01 DOI: 10.48550/arXiv.2209.05424 Sourav Kumar, A. Lakshminarayanan, Ken Chang, Feri Guretno, Ivan Ho Mien, Jayashree Kalpathy-Cramer, Pavitra Krishnaswamy, Praveer Singh

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