Explainable AI for lung cancer detection via a custom CNN on CT images

Explainable AI for lung cancer detection via a custom CNN on CT images

Abstract Lung cancer, which claims 1.8 million lives annually, is still one of the leading causes of cancer-related deaths globally. Patients with lung cancer frequently have a bad prognosis because of late-stage detection, which severely limits treatment options and decreases survival rates. Early...

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Bibliographic Details
Main Authors: Mohamed Hammad, Mohammed ElAffendi, Ahmed A. Abd El-Latif, Abdelhamied A. Ateya, Gauhar Ali, Pawel Plawiak
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Lung cancer detection
CNN
Explainable AI
CT images
Grad-CAM
Medical imaging
Online Access:https://doi.org/10.1038/s41598-025-97645-5
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https://doi.org/10.1038/s41598-025-97645-5

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