Machine Learning for Brain Disorders (Neuromethods, 197) free ebook download.

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Machine Learning for Brain Disorders (Neuromethods, 197) free ebook download

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Computer Science

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Catalogue

Author(s):	Olivier Colliot

Date:	2023	Format:	PDF	Language:	English	ISBN/ASIN:	1071631942
Pages:	1078	OCR:		Quality:		ISBN13:
Uploader:	rubybook	Upload Date:	7/28/2023 10:36:00 AM

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This Open Access volume provides readers with an up-to-date and comprehensive guide to both methodological and applicative aspects of machine learning (ML) for brain disorders. The chapters in this book are organized into five parts. Part One presents the fundamentals of ML. Part Two looks at the main types of data used to characterize brain disorders, including clinical assessments, neuroimaging, electro- and magnetoencephalography, genetics and omics data, electronic health records, mobile devices, connected objects and sensors. Part Three covers the core methodologies of ML in brain disorders and the latest techniques used to study them. Part Four is dedicated to validation and datasets, and Part Five discusses applications of ML to various neurological and psychiatric disorders. In the Neuromethods series style, chapters include the kind of detail and key advice from the specialists needed to get successful results in your laboratory.

Comprehensive and cutting, Machine Learning for Brain Disorders is a valuable resource for researchers and graduate students who are new to this field, as well as experienced researchers who would like to further expand their knowledge in this area. This book will be useful to students and researchers from various backgrounds such as engineers, computer scientists, neurologists, psychiatrists, radiologists, and neuroscientists.

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	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3187837	Download	https://nitroflare.com/view/CEA2925C63C6...		57.00	rubybook

Tags: Brain Disorders Learning Machine Neuromethods

Title	Link	Password	Size	Reason

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