Additional reading

This page contains recommended reading materials in addition to the pre-course content.

! - important

Machine Learning approaches in Integration
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• ! Feature selection
• ! Dimensionality reduction
• ! Supervised Omics integration
• ! Unsupervised Omics integration
• Multi-omics approaches to disease
  
  

Biological Network Analysis and Network Topology

• ! Network biology: understanding the cell’s functional organization
• ! Network medicine: a network-based approach to human disease
• Network biology concepts in complex disease comorbidities
• Gene co-expression analysis and conserved modules