Research Topics
Browse the contents of The Bonney Lab by research area and topic.
Research Areas
Epigenetics & Genomics
- EpiBench: Epigenetic Analysis Platform
- AML Methylation Prediction Case Study
- Future Research in Epigenetics
- Coming soon: Histone modification pattern analysis
Machine Learning for Biology
- Machine Learning for Epigenetic Data Analysis
- Future Research in ML for Biology
- Coming soon: Explainable AI approaches for genomics
- Coming soon: Transfer learning across cell types
Bioinformatics Tools
- EpiBench Technical Documentation
- Future Tool Development Ideas
- Coming soon: Visualization tools for genomic data
- Coming soon: Reproducible bioinformatics pipelines
Technical Topics
Research Methods
- Research Documentation Principles
- Coming soon: Reproducible computational research practices
Data Analysis
- Coming soon: Statistical approaches for genomic data
- Coming soon: Dimensionality reduction techniques for multi-modal data
Software Development
- Coming soon: Best practices for scientific software
- Coming soon: Containerization for bioinformatics applications
Visualization
- Coming soon: Interactive genomic data visualization
- Coming soon: Effective visualization of machine learning results
By Tag
Browse content by tag:
- epigenetics
- machine-learning
- bioinformatics
- genomics
- visualization
- software-development
- data-analysis
- research
- documentation
Can’t find what you’re looking for? Try using the search function or check out the Projects page for major research initiatives.