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Assessing the discriminative power of linear vs nonlinear distances: distance distributions
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Classroom Contents
Exploring Brain Dynamics During Ongoing Cognition Using Mapper
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- 1 Intro
- 2 Overview of MRI analysis
- 3 Current trends and needs in precision psychiatry
- 4 The Mapper pipeline
- 5 Experiment design: the continuous multitask paradigm
- 6 Simple access to nonlinear distances: the kNN graph and Isomap
- 7 Assessing the discriminative power of linear vs nonlinear distances: distance distributions
- 8 A heuristic for parameter selection
- 9 Validation: core-periphery and community structure relate to behavior
- 10 Posthoc analysis via distributions
- 11 Optimal transport distances quantify transitions between tasks
- 12 Future directions
