XML-GBM lung: An explainable machine learning-based application for the diagnosis of lung cancer

XML-GBM lung: An explainable machine learning-based application for the diagnosis of lung cancer

Lung cancer has been the leading cause of cancer-related deaths worldwide. Early detection and diagnosis of lung cancer can greatly improve the chances of survival for patients. Machine learning has been increasingly used in the medical sector for the detection of lung cancer, but the lack of interp...

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Bibliographic Details
Main Authors: Sarreha Tasmin Rikta, Khandaker Mohammad Mohi Uddin, Nitish Biswas, Rafid Mostafiz, Fateha Sharmin, Samrat Kumar Dey
Format: Article
Language:English
Published: Elsevier 2023-01-01
Series:Journal of Pathology Informatics
Subjects:
Lung cancer
Explainable machine learning
ROS
SHAP
GBM
Mobile app
Online Access:http://www.sciencedirect.com/science/article/pii/S2153353923001219

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