Description

Book Synopsis
Computational neuroanatomy is an emerging field that utilizes various non-invasive brain imaging modalities, such as MRI and DTI, in quantifying the spatiotemporal dynamics of the human brain structures in both normal and clinical populations. This discipline emerged about twenty years ago and has made substantial progress in the past decade. The main goals of this book are to provide an overview of various mathematical, statistical and computational methodologies used in the field to a wide range of researchers and students, and to address important yet technically challenging topics in further detail.

Table of Contents
Introduction; Deformation-Based Morphometry; Voxel-Based Morphometry; Tensor-Based Morphometry; Diffusion Tensor Images; Geometry of Cortical Manifolds; Smoothing on Cortical Manifolds; Fourier Representation; Spherical Harmonic Representation; Structural Connectivity; Topological Characterization of Brain Structures.

Computational Neuroanatomy: The Methods

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    A Hardback by Moo K Chung

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      View other formats and editions of Computational Neuroanatomy: The Methods by Moo K Chung

      Publisher: World Scientific Publishing Co Pte Ltd
      Publication Date: Publication Date: 06/11/2012
      ISBN13: 9789814335430, 978-9814335430
      ISBN10: 9814335436

      Description

      Book Synopsis
      Computational neuroanatomy is an emerging field that utilizes various non-invasive brain imaging modalities, such as MRI and DTI, in quantifying the spatiotemporal dynamics of the human brain structures in both normal and clinical populations. This discipline emerged about twenty years ago and has made substantial progress in the past decade. The main goals of this book are to provide an overview of various mathematical, statistical and computational methodologies used in the field to a wide range of researchers and students, and to address important yet technically challenging topics in further detail.

      Table of Contents
      Introduction; Deformation-Based Morphometry; Voxel-Based Morphometry; Tensor-Based Morphometry; Diffusion Tensor Images; Geometry of Cortical Manifolds; Smoothing on Cortical Manifolds; Fourier Representation; Spherical Harmonic Representation; Structural Connectivity; Topological Characterization of Brain Structures.

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