| Description |
1 online resource (486 pages) : illustrations (black and white, and colour). |
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text txt rdacontent |
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computer c rdamedia |
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online resource cr rdacarrier |
| Bibliography |
Includes bibliographical references and index. |
| Summary |
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 address the latest challenges in neuroscience, and the fundamentals of network theory in the context of giving practical methods for building connectomes for analysis. Emphasis is placed on quality control of the individual analysis steps. Subsequent chapters discuss networks in neuroscience in clinical and general populations, including how findings are related to underlying neurophysiology and neuropsychology. This book is aimed at students and early-career researchers in brain connectomics and neuroimaging who have a background in computer science, mathematics and physics, as well as more broadly to neuroscientists and psychologists who want to start incorporating connectomics into their research. |
| Contents |
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 |
| Note |
Description based on online resource; title from digital title page (viewed on September 28, 2023). |
| Subject |
Brain mapping.
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Brain Mapping |
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Cartographie cérébrale.
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Brain mapping
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| Added Author |
Schirmer, Markus D., editor.
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Arichi, Tomoki, editor.
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Chung, Ai Wern, editor.
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| Other Form: |
Print version: Connectome analysis. Amsterdam : Academic Press, 2023 9780323852807 (OCoLC)1372449324 |
| ISBN |
0323852815 electronic book |
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9780323852814 (electronic bk.) |
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9780323852807 |
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0323852807 |
| Standard No. |
AU@ 000074889634 |
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UKMGB 021174855 |
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