AI in MRI-based Brain Disease Prediction

AI in MRI-based Brain Disease Prediction

Forfatter: Yi Pan, Jianxin Wang, Jin Liu
Forlag: CRC Press
Utgave: 1
Utgivelsesår: 2026
ISBN: 9781032828718

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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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