Introductory news articles on Pharmacogenomics
- Pharmacogenomics: Going from Genome to Pill, 24th June 2005
- Chemical and Engineering News, August 13, 2001
Pharmacogenomics Tutorials/CD-ROMs
- Roche Genetics Education Program resources
- Tutorials from PharmGKB
- Pharmacogenomics Ontology from PharmGKB
Classification and Clustering (Machine Learning)
- An on-line book on classification (pdf 1.79Mb)
- Tutorial slides by Andrew Moore (CMU,Google)
- Statistical learning theory slides (MIT)
- MIT Machine learning class slides
- Tom Mitchell and Andrew Moore's machine learning class
- Another MIT machine learning class slides
- Practical machine learning class in Berkeley
- Ray Mooney's machine learning class at UT Austin
- Jieping Ye's machine learning class (ASU)
- Jieping Ye's Data mining class (ASU)
- A nice tutorial on eigen values, and principal component analysis
List of papers:
- Computational Approaches in Pharmacogenomics in PSB 2006
- Computational Approaches in Pharmacogenomics in PSB 2005
- Other Pharmacogenomics papers:
- Motsinger, AA, Lee, SL, Mellick, G, Ritchie, MD. GPNN: power studies and applications of a neural network method for detecting gene-gene interactions in studies ofhuman disease. BMC Bioinformatics, 7, 39, 2006. [ pdf]
- Ritchie MD. Bioinformatics approaches for detecting gene-gene and gene-environment interactions in studies of human disease. Neurosurg Focus. 2005 Oct 15;19(4):E2 [abstract]
- Alessandro
Serretti and Enrico Smeraldi. Neural network analysis in
pharmacogenetics of mood disorders. BMC Medical Genetics, vol. 5, 2005.[pdf]