Human Connectome as a big-data problem: New approaches for analysis and visualization.

Keyphrases

• Big Data Challenges 100%
• Functional Connectome 100%
• Minimum Spanning Tree 75%
• Diffusion Maps 75%
• Graph Theory 50%
• Dimensionality Reduction 50%
• Anatomical Information 50%
• Complex Networks 50%
• Number of Edges 50%
• Initial Graph 50%
• Cortex 25%
• Structural Relationship 25%
• Disconnection Syndrome 25%
• Neuroscience 25%
• Computational Resources 25%
• Functional Connectivity 25%
• Brain Imaging 25%
• Cognitive-affective Processes 25%
• Neuroimaging 25%
• Negative Consequences 25%
• Nonlinear Methods 25%
• Network Connectivity 25%
• Cohesion 25%
• Mathematical Modeling 25%
• Neuroscientists 25%
• Colour Red 25%
• Blue-green 25%
• Connectivity Profile 25%
• Cost Increase 25%
• Cognitive Behavior 25%
• Functional Networks 25%
• Cognitive Domains 25%
• Personal Differences 25%
• Behavioral Domains 25%
• Information Hiding 25%
• Obfuscation 25%
• Weighted Graph 25%
• Resting-state Functional Magnetic Resonance Imaging (rs-fMRI) 25%
• Unweighting 25%
• Theoretical Parameters 25%
• Graph Theoretical 25%
• Nonlinear Dimensionality Reduction 25%
• Diffusion Spectrum 25%
• Edge-directed 25%
• Spectral Graph Theory 25%
• Mean Diffusion 25%
• Affective Domain 25%
• Resolution Increase 25%
• Connectome 25%
• Brain Connectome 25%
• Graph-like 25%
• Connectivity Matrix 25%
• Dense Connectivity 25%
• Correlation Network 25%

Computer Science

• Minimum Spanning Tree 100%
• Graph Theory 100%
• Big Data Problem 100%
• Anatomical Information 66%
• Complex Networks 66%
• Dimensionality Reduction 33%
• Network Connectivity 33%
• Functional Connectivity 33%
• Structural Relation 33%
• Typical Example 33%
• Hidden Information 33%
• Subgraphs 33%
• weighted graph 33%
• Computational Resource 33%
• Functional Network 33%
• Obfuscation 33%
• Connectivity Matrix 33%
• Mathematical Modeling 33%

Neuroscience

• Functional Magnetic Resonance Imaging 100%
• Functional Connectivity 100%
• Brain Imaging 100%
• Vertebral Column 100%