Article

AI-Assisted Pneumonia Detection, Localisation and Report Generation from Chest X-rays

2026-03-23

Abstract excerpt

Pneumonia detection in chest X-rays (CXRs) is complicated by high inter-observer variability and overlapping radiographic patterns. While deep learning (DL) solutions show promise, limitations in generalisability and explainability hinder clinical adoption. We address these challenges by introducing a holistic DL-based computer-aided diagnosis (CAD) pipeline for pneumonia detection, localisation, and structured re...

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Literature Corpus work: 72b94e27-d0a7-573b-87e5-8c7819b5c216
DOI: 10.64898/2026.03.20.26348879

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