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Computational and Network Modeling of Neuroimaging Data
English
271 b
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Neuroimaging is witnessing a massive increase in the quality and quantity of data being acquired. It is widely recognized that effective interpretation and extraction of information from such data requires quantitative modeling. However, modeling comes in many diverse forms, with different research communities tackling different brain systems, different spatial and temporal scales, and different aspects of brain structure and function. Computational and Network Modeling of Neuroimaging Data provides an authoritative and comprehensive overview of the many diverse modeling approaches that have been fruitfully applied to neuroimaging data. This book gives an accessible foundation to the field of computational and network modeling of neuroimaging data and is suitable for graduate students, academic researchers, and industry practitioners who are interested in adopting or applying model-based approaches in neuroimaging. Provides an authoritative and comprehensive overview of the main modeling approaches to the brainWritten by experts, the chapters use a common structure to introduce, motivate, and describe a specific modeling approach used in neuroimagingGives insights into the similarities and differences across the different modelsProvides details of the outstanding research challenges in the field
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