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    Connectome Analysis

    Connectome Analysis

    - Characterization, Methods, and Analysis

    Forfatter: info mangler
    Bog
    • Format
    • Bog, paperback
    • Engelsk

    Beskrivelse

    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.

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    Detaljer
    • SprogEngelsk
    • Sidetal486
    • Udgivelsesdato28-06-2023
    • ISBN139780323852807
    • Forlag Academic Press Inc
    • FormatPaperback
    Størrelse og vægt
  • Vægt680 g
    • coffee cup img
    10 cm
    book img
    19,1 cm
    23,5 cm

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    Se andre, der handler om...

    Atlas Children Schizophrenia Adolescent Aging Cognition Development Infant Memory Neural networks Stroke Circuits Machine learning Diffusion Magnetic resonance imaging Diffusion tensor imaging Neuroscience Neuroimaging Network Structural Degree Connectomics Diffusion equation Kernel Diffusion MRI Image fusion Disorders of consciousness Denoising Neonate Structural Connectivity Network science Centrality Betweenness Dynamic networks Multimodal analysis Functional magnetic resonance imaging Model Fitting Heritability Connectome Psychiatric Disorders GWAS Algorithm Network Communication Structural connectome Preprocessing ICA Multiscale analysis Heat kernels Normalization Closeness Functional MRI Correlation Node Functional Connectivity Functional Metastability Brain dynamics PGRs BOLD Lesions FMRI Model evaluation Hubs Processing speed Communicability Blood Oxygen Level Dependent BrainAGE Brain States brain cells Connectome analysis Cofluctuation Cooscillation Constrained spherical deconvolution Diffusion-weighted image processing Functional connectome Diffusion artifacts Lesion network mapping Mechanistic network models Network measures Neural network training Geometric techniques Phase Synchrony Resting State Functional Mri model interpretation Local fiber orientation modeling Structure–function coupling Joint structural and functional analysis Neuroprognostication Network decompositions Neural network architectures Null models Routing Strategies

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