Statistical and Computational Methods in Brain Image Analysis
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Statistical and Computational Methods in Brain Image Analysis
Chung, Moo K.
Taylor & Francis Ltd
10/2024
432
Mole
9781032919959
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Introduction to Brain and Medical Images. Bernoulli Models for Binary Images. General Linear Models. Gaussian Kernel Smoothing. Random Fields Theory. Anisotropic Kernel Smoothing. Multivariate General Linear Models. Cortical Surface Analysis. Heat Kernel Smoothing on Surfaces. Cosine Series Representation of 3D Curves. Weighted Spherical Harmonic Representation. Multivariate Surface Shape Analysis. Laplace-Beltrami Eigenfunctions for Surface Data. Persistent Homology. Sparse Networks. Sparse Shape Models. Modeling Structural Brain Networks. Mixed Effects Models. Bibliography. Index.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Persistent Homology;Displacement Vector;heat;Gaussian Kernel Smoothing;kernel;Spherical Harmonic Representation;gaussian;Gaussian Mixture Model;random;Kernel Smoothing;field;Laplace Beltrami Operator;spherical;Gaussian Kernel;harmonic;Autistic Subjects;laplace;Cortical Thickness;beltrami;Outer Cortical Surface;operator;Total Gray Matter Volume;Cumulative Distribution Function;Cortical Surface;Spherical Harmonic;Rips Complex;Gibbs Phenomenon;Point Cloud Data;MGLM;Euler Characteristic;Cortical Thickness Analysis;Hotelling's T-square;Adjacency Matrix;Quantile Points;Univariate General Linear Model
Introduction to Brain and Medical Images. Bernoulli Models for Binary Images. General Linear Models. Gaussian Kernel Smoothing. Random Fields Theory. Anisotropic Kernel Smoothing. Multivariate General Linear Models. Cortical Surface Analysis. Heat Kernel Smoothing on Surfaces. Cosine Series Representation of 3D Curves. Weighted Spherical Harmonic Representation. Multivariate Surface Shape Analysis. Laplace-Beltrami Eigenfunctions for Surface Data. Persistent Homology. Sparse Networks. Sparse Shape Models. Modeling Structural Brain Networks. Mixed Effects Models. Bibliography. Index.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Persistent Homology;Displacement Vector;heat;Gaussian Kernel Smoothing;kernel;Spherical Harmonic Representation;gaussian;Gaussian Mixture Model;random;Kernel Smoothing;field;Laplace Beltrami Operator;spherical;Gaussian Kernel;harmonic;Autistic Subjects;laplace;Cortical Thickness;beltrami;Outer Cortical Surface;operator;Total Gray Matter Volume;Cumulative Distribution Function;Cortical Surface;Spherical Harmonic;Rips Complex;Gibbs Phenomenon;Point Cloud Data;MGLM;Euler Characteristic;Cortical Thickness Analysis;Hotelling's T-square;Adjacency Matrix;Quantile Points;Univariate General Linear Model
