Gebundenes Buch

AI in MRI-based Brain Disease Prediction

Beschreibung

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.

Autor

Jin Liu is a professor at Central South University, focusing on medical image computing and AI in neuroimaging. Jianxin Wang, also a professor at Central South University, specializes in foundational AI methods and their applications in healthcare. Yi Pan is a distinguished professor at Shenzhen Institute of Advanced Technology, focusing on core AI technologies and medical applications. Together, they bring complementary expertise to promote AI-driven innovations in brain disease prediction and neuroimaging analysis.

Produktdetails

• Verlag: Taylor & Francis Ltd
• Seitenzahl: 340
• Erscheinungstermin: 25. April 2026
• Englisch
• Abmessung: 234mm x 156mm
• ISBN-13: 9781032828718
• ISBN-10: 1032828714
• Artikelnr.: 76060077