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Studies in Neural Data Science

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Cover of 'Studies in Neural Data Science'

Table of Contents

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    Book Overview
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    Chapter 1 Understanding Dependency Patterns in Structural and Functional Brain Connectivity Through fMRI and DTI Data
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    Chapter 2 Hierarchical Graphical Model for Learning Functional Network Determinants
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    Chapter 3 Three Testing Perspectives on Connectome Data
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    Chapter 4 An Object Oriented Approach to Multimodal Imaging Data in Neuroscience
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    Chapter 5 Curve Clustering for Brain Functional Activity and Synchronization
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    Chapter 6 Robust Methods for Detecting Spontaneous Activations in fMRI Data
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    Chapter 7 Hierarchical Spatio-Temporal Modeling of Resting State fMRI Data
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    Chapter 8 Challenges in the Analysis of Neuroscience Data
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