Transfer learning based approach for lung and colon cancer detection using local binary pattern features and explainable artificial intelligence (AI) techniques

Cancer, a life-threatening disorder caused by genetic abnormalities and metabolic irregularities, is a substantial health danger, with lung and colon cancer being major contributors to death. Histopathological identification is critical in directing effective treatment regimens for these cancers. Th...

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Bibliographic Details
Published in:	PeerJ. Computer science Vol. 10; p. e1996
Main Author:	Alsubai, Shtwai
Format:	Journal Article
Language:	English
Published:	United States PeerJ. Ltd 19.04.2024 PeerJ Inc
Subjects:	Artificial Intelligence Cancer Care and treatment Colon cancer Computational linguistics Computer Vision Data Mining and Machine Learning Data Science Diagnosis Language processing Local binary pattern features Lungs cancer Machine learning Medical imaging equipment Methods Natural language interfaces Oncology, Experimental Text Mining Transfer learning XAI XAI Colon cancer Transfer learning Lungs cancer Local binary pattern features
ISSN:	2376-5992, 2376-5992
Online Access:	Get full text
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