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

Format:

Book

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)

Language:

English

Subjects (All):

Computational neuroscience.

Neural networks (Neurobiology).

Physical Description:

1 online resource

polychrome

Place of Publication:

London : Academic Press, 2018.

System Details:

text file

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.

ISBN:

9780128138397

0128138394

Publisher Number:

99978393844

Access Restriction:

Restricted for use by site license.