Connectome analysis : characterization, methods, and analysis /

Connectome Analysis: Characterization, Methods, and Analysis is a comprehensive companion for the analysis of brain networks, or connectomes. The book provides sources of constituent structural and functional MRI signals, network construction and practices for analysis, cutting-edge methods that add...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Schirmer, Markus D. (Editor ), Arichi, Tomoki (Editor ), Chung, Ai Wern (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: London ; San Diego, CA : Academic Press, an imprint of Elsevier, [2023]
Temas:
Brain mapping.
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 1. Introduction<br>2. Biology
  • What can connectomes tell us about the brain?<br>3. Structural Networks<br>4. Functional Networks<br>5. Brain Regions for Network Nodes<br>6. Network Theoretical Measures<br>7. Null Models<br>8. Modularity / Rich Club / Topology<br>9. Mapping networks (communities) to biology<br>10. Lesions<br>11. Networks in a. Development b. ageing c. disease (psychiatry/psychology) d. others (Traumatic brain injury)<br>12. Machine Learning in connectomics<br>13. Multimodal MRI and Dynamic network models<br>14. Genetics<br>15. List of Resources

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