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sd3mf-multimodal-brain-network - Supervised Deep Multimodal Matrix Factorization

Extends SNMTF to supervised prediction over populations of multimodal graphs for interpretable brain network analysis.

Tags

Updated: 2026-09-16
brain-networkmultimodalmatrix-factorizationconnectomesnmtf

Capabilities

Analyze multimodal connectome dataPerform supervised prediction on graphsExtract community level interaction matricesLearn adaptive multimodal fusion weights

Typical Inputs

Population of multimodal brain networks

Typical Outputs

Supervised predictionsInterpretable brain network featuresCommunity level interaction matrices

What this skill does

  • Analyze multimodal connectome data
  • Perform supervised prediction on graphs
  • Extract community level interaction matrices
  • Learn adaptive multimodal fusion weights

Inputs

  • Population of multimodal brain networks

Outputs

  • Supervised predictions
  • Interpretable brain network features
  • Community level interaction matrices

Requirements

    Source

    • Spec: SKILL.md

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