现货 Pattern Analysis Of The Human Connectome [9789813295223]

1537 九五品

库存3件

上海宝山

认证卖家担保交易快速发货售后保障

作者Dewen Hu

出版社Springer

ISBN9789813295223

出版时间2019-11

装帧精装

纸张其他

页数325页

正文语种英语

上书时间2023-03-07

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商品描述: This book presents recent advances in pattern analysis of the human connectome. The human connectome, measured by magnetic resonance imaging at the macroscale, provides a comprehensive description of how brain regions are connected. Based on machine learning methods, multiviarate pattern analysis can directly decode psychological or cognitive states from brain connectivity patterns. Although there are a number of works with chapters on conventional human connectome encoding (brain-mapping), there are few resources on human connectome decoding (brain-reading). Focusing mainly on advances made over the past decade in the field of manifold learning, sparse coding, multi-task learning, and deep learning of the human connectome and applications, this book helps students and researchers gain an overall picture of pattern analysis of the human connectome. It also offers valuable insights for clinicians involved in the clinical diagnosis and treatment evaluation of neuropsychiatric disorders.

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