Connectomics: applications to neuroimaging
Connectomics: Applications to Neuroimaging is unique in presenting the frontier of neuro-applications using brain connectomics techniques. The book describes state-of-the-art research that applies brain connectivity analysis techniques to a broad range of neurological and psychiatric disorders (Alzh...
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| Other Authors: | , , , |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
London
Academic Press
2018
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| Subjects: | |
| Online Access: | FAW01 FLA01 Volltext |
| Summary: | Connectomics: Applications to Neuroimaging is unique in presenting the frontier of neuro-applications using brain connectomics techniques. The book describes state-of-the-art research that applies brain connectivity analysis techniques to a broad range of neurological and psychiatric disorders (Alzheimer's, epilepsy, stroke, autism, Parkinson's, drug or alcohol addiction, depression, bipolar, and schizophrenia), brain fingerprint applications, speech-language assessments, and cognitive assessment. With this book the reader will learn: Basic mathematical principles underlying connectomicsHow connectomics is applied to a wide range of neuro-applicationsWhat is the future direction of connectomics techniques. This book is an ideal reference for researchers and graduate students in computer science, data science, computational neuroscience, computational physics, or mathematics who need to understand how computational models derived from brain connectivity data are being used in clinical applications, as well as neuroscientists and medical researchers wanting an overview of the technical methods. Features: Combines connectomics methods with relevant and interesting neuro-applicationsCovers most of the hot topics in neuroscience and clinical areasAppeals to researchers in a wide range of disciplines: computer science, engineering, data science, mathematics, computational physics, computational neuroscience, as well as neuroscience, and medical researchers interested in the technical methods of connectomics |
| Physical Description: | 1 online resource |
| ISBN: | 9780128138397 0128138394 |
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| spelling | Connectomics applications to neuroimaging edited by Brent C. Munsell, Guorong Wu, Leonardo Bonilha, Paul J. Laurienti London Academic Press 2018 1 online resource txt rdacontent c rdamedia cr rdacarrier Connectomics: Applications to Neuroimaging is unique in presenting the frontier of neuro-applications using brain connectomics techniques. The book describes state-of-the-art research that applies brain connectivity analysis techniques to a broad range of neurological and psychiatric disorders (Alzheimer's, epilepsy, stroke, autism, Parkinson's, drug or alcohol addiction, depression, bipolar, and schizophrenia), brain fingerprint applications, speech-language assessments, and cognitive assessment. With this book the reader will learn: Basic mathematical principles underlying connectomicsHow connectomics is applied to a wide range of neuro-applicationsWhat is the future direction of connectomics techniques. This book is an ideal reference for researchers and graduate students in computer science, data science, computational neuroscience, computational physics, or mathematics who need to understand how computational models derived from brain connectivity data are being used in clinical applications, as well as neuroscientists and medical researchers wanting an overview of the technical methods. Features: Combines connectomics methods with relevant and interesting neuro-applicationsCovers most of the hot topics in neuroscience and clinical areasAppeals to researchers in a wide range of disciplines: computer science, engineering, data science, mathematics, computational physics, computational neuroscience, as well as neuroscience, and medical researchers interested in the technical methods of connectomics MEDICAL / Physiology bisacsh SCIENCE / Life Sciences / Human Anatomy & Physiology bisacsh Computational neuroscience fast Neural networks (Neurobiology) fast Computational neuroscience Neural networks (Neurobiology) Nervennetz (DE-588)4041638-0 gnd rswk-swf Nervennetz (DE-588)4041638-0 s 1\p DE-604 Munsell, Brent C. edt Wu, Guorong edt Bonilha, Leonardo edt Laurienti, Paul edt Erscheint auch als Druck-Ausgabe 9780128138380 Erscheint auch als Druck-Ausgabe 0128138386 https://www.sciencedirect.com/science/book/9780128138380 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Connectomics applications to neuroimaging MEDICAL / Physiology bisacsh SCIENCE / Life Sciences / Human Anatomy & Physiology bisacsh Computational neuroscience fast Neural networks (Neurobiology) fast Computational neuroscience Neural networks (Neurobiology) Nervennetz (DE-588)4041638-0 gnd |
| subject_GND | (DE-588)4041638-0 |
| title | Connectomics applications to neuroimaging |
| title_auth | Connectomics applications to neuroimaging |
| title_exact_search | Connectomics applications to neuroimaging |
| title_full | Connectomics applications to neuroimaging edited by Brent C. Munsell, Guorong Wu, Leonardo Bonilha, Paul J. Laurienti |
| title_fullStr | Connectomics applications to neuroimaging edited by Brent C. Munsell, Guorong Wu, Leonardo Bonilha, Paul J. Laurienti |
| title_full_unstemmed | Connectomics applications to neuroimaging edited by Brent C. Munsell, Guorong Wu, Leonardo Bonilha, Paul J. Laurienti |
| title_short | Connectomics |
| title_sort | connectomics applications to neuroimaging |
| title_sub | applications to neuroimaging |
| topic | MEDICAL / Physiology bisacsh SCIENCE / Life Sciences / Human Anatomy & Physiology bisacsh Computational neuroscience fast Neural networks (Neurobiology) fast Computational neuroscience Neural networks (Neurobiology) Nervennetz (DE-588)4041638-0 gnd |
| topic_facet | MEDICAL / Physiology SCIENCE / Life Sciences / Human Anatomy & Physiology Computational neuroscience Neural networks (Neurobiology) Nervennetz |
| url | https://www.sciencedirect.com/science/book/9780128138380 |
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