Connectomics : applications to neuroimaging /: applications to neuroimaging. (2018)

• Record Type: Book
• Further Information: Note: Edited by Brent C. Munsell, Guorong Wu, Leonardo Bonilha, Paul J. Laurienti.
• Editors: Munsell, Brent C; (Researcher in medical imaging), Wu, Guorong; Bonilha, Leonardo; Laurienti, Paul
• Contents: 1. Introduction; 2. Image Processing and the Connectome; 3. Connectome analysis using graph techniques; 4. Machine learning techniques; 5. Machine learning software toolsets; 6. Connectome software toolsets; 7. Autism Spectrum Disorders: Functional connectomics and social-communication networks in Autism; 8. Stroke and epilepsy: Post-stroke aphasia severity and the disorganization of structural networks; 9. Cognition: Insights into Cognition from Functional Connectivity; 10. Emotion: Dynamic networks in the emotional brain; 11. Fingerprinting: Connectome Based Predictive Modeling; 12. Neurodevelopment disorders: A network perspective on neurodevelopmental disorders; 13. Addiction: Informing drug abuse interventions with brain networks; 14. Parkinson's Disease: Brain Networks in Parkinson's Disease; 15. Mental Illness: Aberrant whole-brain networks in schizophrenia; 16. Traumatic Brain Injury: Connectome-scale assessment of connectivity in mild traumatic brain injury at the acute stage; 17. Genetic Analysis: Genetic analysis of structural brain connectivity; 18. Alzheimer's disease: Hyper-graph inference framework for computer assisted diagnosis of Alzheimer's disease; 19. Towards a Science of Episodic Memory Network Function
• Publisher Details: London : Academic Press
• Publication Date: 2018
• Extent: 1 online resource
• Subjects: 612.8; Computational neuroscience; Neural networks (Neurobiology); MEDICAL / Physiology; SCIENCE / Life Sciences / Human Anatomy & Physiology; Electronic books
• Languages: English
• ISBNs: 9780128138397; 0128138394
• Related ISBNs: 9780128138380
• Notes: Note: Online resource; title from PDF title page (EBSCO, viewed September 19, 2018)
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.