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Machine Learning for Neurodegenerative Disorders: Advancements and Applications (Artificial Intelligence in Biomedical Image Processing)

ISBN-10: 1032660937
ISBN-13: 978-1032660936
Edition: 1st
Publisher: CRC Press

Discover the cutting-edge intersection of artificial intelligence and neuroscience with “Machine Learning for Neurodegenerative Disorders: Advancements and Applications.” This essential guide, published by CRC Press, explores how machine learning techniques are revolutionizing the early diagnosis, understanding, and management of conditions like Alzheimer’s and Parkinson’s. Delve into crucial topics including data processing, feature extraction, advanced model development, and validation using neuroimaging data (MRI, CT, PET). Uncover applications in biomarker discovery, neuroinformatics, and big data analysis. Perfect for neuroscientists, researchers, students, and neurologists, this book also addresses future prospects, ethical considerations, and regulatory challenges. Enhance your knowledge and explore the future of neurodegenerative disorder treatment with this comprehensive resource.