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CXR-FL: Deep Learning-Based Chest X-ray Image Analysis Using Federated
  Learning
v1v2v3 (latest)

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

11 April 2022
Filip Ślazyk
Przemysław Jabłecki
Aneta Lisowska
Maciej Malawski
Szymon Płotka
    FedML
ArXiv (abs)PDFHTMLGithub (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
Federated Deconfounding and Debiasing Learning for Out-of-Distribution Generalization
Zhuang Qi
Sijin Zhou
Lei Meng
Han Hu
Han Yu
Xiangxu Meng
FedMLCML
483
1
0
08 May 2025
Interplay between Federated Learning and Explainable Artificial Intelligence: a Scoping Review
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
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
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
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
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
68
114
0
21 Sep 2020
COVID-19 Image Data Collection: Prospective Predictions Are the Future
COVID-19 Image Data Collection: Prospective Predictions Are the Future
Joseph Paul Cohen
Paul Morrison
Lan Dao
Karsten Roth
T. Duong
Marzyeh Ghassemi
84
781
0
22 Jun 2020
Communication-Efficient Learning of Deep Networks from Decentralized
  Data
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
1