Interpretable Deep Learning for Pneumonia Detection Using Chest X-Ray Images

Pneumonia remains a global health issue, creating the need for accurate detection methods for effective treatment. Deep learning models like ResNet50 show promise in detecting pneumonia from chest X-rays; however, their black-box nature limits the transparency, which fails to meet that needed for cl...

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Bibliographic Details
Main Authors: Jovito Colin, Nico Surantha
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Information
Subjects:
Online Access:https://www.mdpi.com/2078-2489/16/1/53
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