CXR-FL: Deep Learning-Based Chest X-ray Image Analysis Using Federated
Learning

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CXR-FL: Deep Learning-Based Chest X-ray Image Analysis Using Federated Learning

11 April 2022

Przemysław Jabłecki

Maciej Malawski

Szymon Płotka

ArXiv (abs)PDF HTML Github (3★)

Papers citing "CXR-FL: Deep Learning-Based Chest X-ray Image Analysis Using Federated Learning"

8 / 8 papers shown

Title
Federated Deconfounding and Debiasing Learning for Out-of-Distribution Generalization Zhuang Qi Sijin Zhou Lei Meng Han Hu Han Yu Xiangxu Meng FedML CML 481 1 0 08 May 2025
Interplay between Federated Learning and Explainable Artificial Intelligence: a Scoping Review Luis M. Lopez-Ramos Florian Leiser Aditya Rastogi Steven Hicks Inga Strümke V. Madai Tobias Budig Ali Sunyaev A. Hilbert 223 3 0 07 Nov 2024
Federated Contrastive Learning for Volumetric Medical Image Segmentation Yawen Wu Dewen Zeng Zhepeng Wang Yiyu Shi Jingtong Hu FedML 77 59 0 23 Apr 2022
Personalized Retrogress-Resilient Framework for Real-World Medical Federated Learning Zhen Chen Meilu Zhu Chen Yang Yixuan Yuan OOD 57 38 0 01 Oct 2021
Federated Contrastive Learning for Decentralized Unlabeled Medical Images Nanqing Dong Irina Voiculescu FedML 52 62 0 15 Sep 2021
Impact of lung segmentation on the diagnosis and explanation of COVID-19 in chest X-ray images Lucas O. Teixeira R. M. Pereira Diego Bertolini Luiz Eduardo Soares de Oliveira L. Nanni George D. C. Cavalcanti Yandre M. G. Costa 66 114 0 21 Sep 2020
COVID-19 Image Data Collection: Prospective Predictions Are the Future Joseph Paul Cohen Paul Morrison Lan Dao Karsten Roth T. Duong Marzyeh Ghassemi 81 781 0 22 Jun 2020
Communication-Efficient Learning of Deep Networks from Decentralized Data H. B. McMahan Eider Moore Daniel Ramage S. Hampson Blaise Agüera y Arcas FedML 408 17,615 0 17 Feb 2016

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