Pattern Analysis of the Human Connectome is popular PDF and ePub book, written by Dewen Hu in 2019-11-12, it is a fantastic choice for those who relish reading online the Medical genre. Let's immerse ourselves in this engaging Medical book by exploring the summary and details provided below. Remember, Pattern Analysis of the Human Connectome can be Read Online from any device for your convenience.
Pattern Analysis of the Human Connectome Book PDF Summary
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.
Detail Book of Pattern Analysis of the Human Connectome PDF
- Author : Dewen Hu
- Release : 12 November 2019
- Publisher : Springer Nature
- ISBN : 9789813295230
- Genre : Medical
- Total Page : 258 pages
- Language : English
- PDF File Size : 9,6 Mb
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