FedCL: Federated contrastive learning for multi-center medical image classification

Author:

Liu Zhenbing,Wu FengfengORCID,Wang Yumeng,Yang Mengyu,Pan Xipeng

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Vision and Pattern Recognition,Signal Processing,Software

Reference39 articles.

1. Synthetic learning: learn from distributed asynchronized discriminator GAN without sharing medical image data;Chang,2020

2. T. Chen, S. Kornblith, M. Norouzi, G. E. Hinton, A simple framework for contrastive learning of visual representations, ArXiv abs/2002.05709 (2020).

3. Momentum contrastive learning for few-shot covid-19 diagnosis from chest ct images;Chen;Pattern Recognit.,2021

4. J.P. Cohen, P. Morrison, L. Dao, K. Roth, T.Q. Duong, M. Ghassemi, COVID-19 image data collection: prospective predictions are the future, ArXiv abs/2006.11988 (2020).

5. Aggregating multiple real-world data sources using a patient-centered health-data-sharing platform;Dhruva;NPJ Digit. Med.,2020

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