A federated learning framework for pneumonia image detection using distributed data

A federated learning framework for pneumonia image detection using distributed data

Pneumonia is one of the serious diseases affecting the lungs. Yearly, over four million people die on average. Therefore, it is essential to have an effective system for early diagnoses. State-of-the-art computer-aided Machine Learning (ML) techniques have been used for pneumonia detection. However,...

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Bibliographic Details
Main Authors: Amer Kareem, Haiming Liu, Vladan Velisavljevic
Format: Article
Language:English
Published: Elsevier 2023-12-01
Series:Healthcare Analytics
Subjects:
Machine learning techniques
Pneumonia detection
Federated learning
Chest X-ray
Transfer learning
Medical image privacy
Online Access:http://www.sciencedirect.com/science/article/pii/S2772442523000710

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http://www.sciencedirect.com/science/article/pii/S2772442523000710

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