Accelerated and precise skin cancer detection through an enhanced machine learning pipeline for improved diagnostic accuracy

Accelerated and precise skin cancer detection through an enhanced machine learning pipeline for improved diagnostic accuracy

Unrepaired DNA damage in skin cells causes mutations leading to skin cancer, a highly aggressive malignancy. This study proposes a machine learning (ML)-based framework for accurate and automated skin cancer detection, integrating EfficientNetV2L for advanced feature extraction and LightGBM (LGBM) f...

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Bibliographic Details
Main Authors: SM Masfequier Rahman Swapno, S.M. Nuruzzaman Nobel, P.K. Meena, V.P. Meena, Jitendra Bahadur, Abhishek Appaji
Format: Article
Language:English
Published: Elsevier 2025-03-01
Series:Results in Engineering
Subjects:
Machine learning
Healthcare
Skin cancer
Ensemble method
Benign
Malignant
Online Access:http://www.sciencedirect.com/science/article/pii/S2590123025002567
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