Efficient Federated Tumor Segmentation via Parameter Distance Weighted Aggregation and Client Pruning

Meirui Jiang, Hongzheng Yang, Xiaofan Zhang, Shaoting Zhang 0001, Qi Dou 0001. Efficient Federated Tumor Segmentation via Parameter Distance Weighted Aggregation and Client Pruning. In Spyridon Bakas, Alessandro Crimi, Ujjwal Baid, Sylwia Malec, Monika Pytlarz, Bhakti Baheti, Maximilian Zenk, Reuben Dorent, editors, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 8th International Workshop, BrainLes 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Revised Selected Papers, Part II. Volume 14092 of Lecture Notes in Computer Science, pages 161-172, Springer, 2022. [doi]

Authors

Meirui Jiang

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Hongzheng Yang

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Xiaofan Zhang

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Shaoting Zhang 0001

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Qi Dou 0001

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