Review on Pneumonia Image Detection: A Machine Learning Approach

Review on Pneumonia Image Detection: A Machine Learning Approach

Abstract This paper surveys and examines how computer-aided techniques can be deployed in detecting pneumonia. It also suggests a hybrid model that can effectively detect pneumonia while using the real-time medical image data in a privacy-preserving manner. This paper will explore how various prepro...

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Bibliographic Details
Main Authors: Amer Kareem, Haiming Liu, Paul Sant
Format: Article
Language:English
Published: Springer Nature 2022-05-01
Series:Human-Centric Intelligent Systems
Subjects:
Machine learning techniques
Pneumonia detection
CNN
Chest X-ray
Transfer learning
Federated learning
Online Access:https://doi.org/10.1007/s44230-022-00002-2

Internet

https://doi.org/10.1007/s44230-022-00002-2

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