Communication-Efficient Federated Skin Lesion Classification with Generalizable Dataset Distillation

Yuchen Tian, Jiacheng Wang 0002, Yueming Jin, Liansheng Wang. Communication-Efficient Federated Skin Lesion Classification with Generalizable Dataset Distillation. In M. Emre Celebi 0001, Md Sirajus Salekin, Hyunwoo J. Kim, Shadi Albarqouni, Catarina Barata, Allan Halpern, Philipp Tschandl, Marc Combalia, Yuan Liu, Ghada Zamzmi, Joshua Levy, Huzefa Rangwala, Annika Reinke, Diya Wynn, Bennett A. Landman, Won-Ki Jeong, Yiqing Shen, Zhongying Deng, Spyridon Bakas, Xiaoxiao Li, Chen Qin, Nicola Rieke, Holger Roth, Daguang Xu, editors, Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops - ISIC 2023, Care-AI 2023, MedAGI 2023, DeCaF 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8-12, 2023, Proceedings. Volume 14393 of Lecture Notes in Computer Science, pages 14-24, Springer, 2023. [doi]

Abstract

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