An Explainable YOLO-Based Deep Learning Framework for Pneumonia Detection from Chest X-Ray Images

Pneumonia remains a serious global health issue, particularly affecting vulnerable groups such as children and the elderly, where timely and accurate diagnosis is critical for effective treatment. Recent advances in deep learning have significantly enhanced pneumonia detection using chest X-rays, ye...

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書誌詳細

主要な著者:	Ali Ahmed, Ali I. Siam, Ahmed E. Mansour Atwa, Mohamed Ahmed Atwa, Elsaid Md. Abdelrahim, El-Sayed Atlam
フォーマット:	Artigo
言語:	Inglês
出版事項:	MDPI AG 2025-11-01
シリーズ:	Algorithms
主題:	pneumonia detection YOLOv11 chest X-ray imaging deep learning explainable AI Grad-CAM
オンライン･アクセス:	https://www.mdpi.com/1999-4893/18/11/703
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