Article

Pneumonia Screening From Radiology Images Using Homomorphic Transformation Filter‐Based FAWT and Customized VGG ‐16

2025-05-01

Abstract excerpt

ABSTRACT Pneumonia, attributable to pathogens and autoimmune disorders, accounts for approximately 450 million cases annually. Chest x‐ray analysis remains the gold standard for pneumonia detection, and DL has revolutionized the study of high‐dimensional data, including images, audio, and video. This research enhances and validates a CAD system for distinguishing pneumonia from normal health states using x‐ray ima...

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Literature Corpus work: 5478ec96-79e3-57fc-80cb-8b8d01e534f6
DOI: 10.1002/ima.70093

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