Transfer deep learning and explainable AI framework for brain tumor and Alzheimer's detection across multiple datasets

IntroductionThe pressing need for accurate diagnostic tools in the medical field, particularly for diseases such as brain tumors and Alzheimer's, poses significant challenges to timely and effective treatment.MethodsThis study presents a novel approach to MRI image classification by integrating...

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Bibliographic Details
Main Authors: Shtwai Alsubai, Stephen Ojo, Thomas I. Nathaniel, Mohamed Ayari, Jamel Baili, Ahmad Almadhor, Abdullah Al Hejaili
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-06-01
Series:Frontiers in Medicine
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Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2025.1618550/full
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