Cov-Fed: Federated learning-based framework for COVID-19 diagnosis using chest X-ray scans

Author:

Adjei-Mensah IsaacORCID,Zhang Xiaoling,Agyemang Isaac OseiORCID,Yussif Sophyani BanaamwiniORCID,Baffour Adu Asare,Cobbinah Bernard Mawuli,Sey Collins,Fiasam Linda Delali,Chikwendu Ijeoma Amuche,Arhin Joseph Roger

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Artificial Intelligence,Control and Systems Engineering

Reference45 articles.

1. Investigating vision transformer models for low-resolution medical image recognition;Adjei-Mensah,2021

2. Federated approach for lung and colon cancer classification;Agbley,2022

3. Spatial self-attention network with self-attention distillation for fine-grained image recognition;Baffour;J. Vis. Commun. Image Represent.,2021

4. Facial expression recognition via coarse-grained and fine-grained feature representation;Baffour;J. Intell. Fuzzy Syst.,2022

5. Federated learning on distributed medical records for detection of lung nodules;Baheti,2020

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