Franklin

Connectomics [electronic resource] : applications to neuroimaging / edited by Brent C. Munsell, Guorong Wu, Leonardo Bonilha, Paul J. Laurienti.

Publication:
London : Academic Press, 2018.
Format/Description:
Book
1 online resource
Status/Location:
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Details

Subjects:
Computational neuroscience.
Neural networks (Neurobiology).
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
Notes:
Electronic reproduction. Amsterdam Available via World Wide Web.
Online resource; title from PDF title page (EBSCO, viewed September 19, 2018)
Local notes:
Acquired for the Penn Libraries with assistance from the Gail and Warren Lieberfarb Mental Health and Neuroscience Library Resources Fund.
Contributor:
Gail and Warren Lieberfarb Mental Health and Neuroscience Library Resources Fund.
Munsell, Brent C., editor.
Wu, Guorong, editor.
Bonilha, Leonardo, editor.
Laurienti, Paul, editor.
ScienceDirect (Online service)
ISBN:
9780128138397
0128138394
9780128138380
0128138386
Publisher Number:
99978393844
Access Restriction:
Restricted for use by site license.