Strategies to Improve the Robustness and Generalizability of Deep Learning Segmentation and Classification in Neuroimaging

Artificial Intelligence (AI) and deep learning models have revolutionized diagnosis, prognostication, and treatment planning by extracting complex patterns from medical images, enabling more accurate, personalized, and timely clinical decisions. Despite its promise, challenges such as image heteroge...

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Bibliographic Details
Main Authors: Anh T. Tran, Tal Zeevi, Seyedmehdi Payabvash
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:BioMedInformatics
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Online Access:https://www.mdpi.com/2673-7426/5/2/20
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