DMFL_Net: A Federated Learning-Based Framework for the Classification of COVID-19 from Multiple Chest Diseases Using X-rays

DMFL_Net: A Federated Learning-Based Framework for the Classification of COVID-19 from Multiple Chest Diseases Using X-rays

Coronavirus Disease 2019 (COVID-19) is still a threat to global health and safety, and it is anticipated that deep learning (DL) will be the most effective way of detecting COVID-19 and other chest diseases such as lung cancer (LC), tuberculosis (TB), pneumothorax (PneuTh), and pneumonia (Pneu). How...

Full description

Bibliographic Details
Main Authors: Hassaan Malik, Ahmad Naeem, Rizwan Ali Naqvi, Woong-Kee Loh
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Sensors
Subjects:
federated learning
COVID-19
TB
lung cancer
data privacy
machine learning
Online Access:https://www.mdpi.com/1424-8220/23/2/743

Internet

https://www.mdpi.com/1424-8220/23/2/743

Similar Items