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Classroom Contents
Metabolism Meets Machine Learning: Computational Metabolomics
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- 1 Introduction
- 2 Welcome
- 3 What keeps you alive
- 4 What are metabolites
- 5 Is it all about genes
- 6 Measuring metabolites
- 7 How did Tim get into this
- 8 The project
- 9 The Internet project
- 10 NMR spectra
- 11 Differential correlation networks
- 12 Future directions
- 13 Pathways
- 14 Interpretation
- 15 Example
- 16 Integration
- 17 Summary
- 18 Perspectives
- 19 Teaching
- 20 Family
- 21 Worklife balance
- 22 Questions
- 23 Limitations
- 24 Limitations of metabolomics
- 25 Multiomics pathway integration
- 26 Applications
- 27 Nonlinear correlations
