Optimizing non small cell lung cancer detection with convolutional neural networks and differential augmentation

Abstract Lung cancer remains one of the leading causes of cancer-related deaths worldwide, with early detection being critical to improving patient outcomes. Recent advancements in deep learning have shown promise in enhancing diagnostic accuracy, particularly through the use of Convolutional Neural...

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Bibliographic Details
Main Authors: Vahiduddin Shariff, Chiranjeevi Paritala, Krishna Mohan Ankala
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-98731-4
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