Connectomics:Applications to Neuroimaging '18
目次
1. Introduction2. Image Processing and the Connectome3. Connectome analysis using graph techniques4. Machine learning techniques5. Machine learning software toolsets6. Connectome software toolsets7. Autism Spectrum Disorders: Functional connectomics and social-communication networks in Autism8. Stroke and epilepsy: Post-stroke aphasia severity and the disorganization of structural networks9. Cognition: Insights into Cognition from Functional Connectivity10. Emotion: Dynamic networks in the emotional brain11. Fingerprinting: Connectome Based Predictive Modeling12. Neurodevelopment disorders: A network perspective on neurodevelopmental disorders13. Addiction: Informing drug abuse interventions with brain networks14. Parkinson's Disease: Brain Networks in Parkinson's Disease15. Mental Illness: Aberrant whole-brain networks in schizophrenia16. Traumatic Brain Injury: Connectome-scale assessment of connectivity in mild traumatic brain injury at the acute stage17. Genetic Analysis: Genetic analysis of structural brain connectivity18. Alzheimer's disease: Hyper-graph inference framework for computer assisted diagnosis of Alzheimer's disease19. Towards a Science of Episodic Memory Network Function
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