AI in MRI-based Brain Disease Prediction

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AI in MRI-based Brain Disease Prediction

Medical imaging: nuclear magnetic resonance (NMR / MRI) Machine learning Computer vision

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Language: English

Published by: CRC Press

Published on: 14th April 2026

Format: LCP-protected ePub

ISBN: 9781040657430


AI in MRI-based Brain Disease Prediction

presents a comprehensive exploration of artificial intelligence technologies in the analysis of magnetic resonance imaging (MRI) for brain disease prediction.

Bridging medical imaging, neuroscience, and AI, this volume covers core methodologies-such as deep learning, multimodal fusion, and fast MRI processing-and applies them to neurological disorders including Alzheimer's, Parkinson's, stroke, glioma, and autism.

Featuring theoretical foundations, real-world case studies, and cutting-edge applications, the book serves as a valuable resource for researchers, clinicians, and students.

It aims to foster interdisciplinary innovation and support the advancement of precision medicine in brain healthcare.

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