Harnessing Data Geometry for Biomedical Insights

Harnessing Data Geometry for Biomedical Insights

Computational Genomics Summer Institute CGSI via YouTube Direct link

Thought experiment

12 of 12

12 of 12

Thought experiment

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Classroom Contents

Harnessing Data Geometry for Biomedical Insights

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  1. 1 Intro
  2. 2 Fundamental challenges
  3. 3 What is a manifold?
  4. 4 Why is this true of scientific data?
  5. 5 Gaussian curvature
  6. 6 Diffusion Operator
  7. 7 Spectral clustering
  8. 8 Extraction of harmonic features
  9. 9 Stem Cell Development
  10. 10 Kantorovich Rubenstein Duality
  11. 11 Density estimation on Graphs
  12. 12 Thought experiment

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