A multicenter bladder cancer MRI dataset and baseline evaluation of federated learning in clinical application

Abstract Bladder cancer (BCa), as the most common malignant tumor of the urinary system, has received significant attention in research on the clinical application of artificial intelligence algorithms. Nevertheless, it has been observed that certain investigations use data from various medical faci...

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Main Authors: Kangyang Cao, Yujian Zou, Chang Zhang, Weijing Zhang, Jie Zhang, Guojie Wang, Chu Zhang, Jiegeng Lyu, Yue Sun, Hongyuan Zhang, Bin Huang, Lei Deng, Shuiqing Yang, Jianpeng Li, Bingsheng Huang
Format: Article
Language:English
Published: Nature Portfolio 2024-10-01
Series:Scientific Data
Online Access:https://doi.org/10.1038/s41597-024-03971-0
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