- Gene function prediction from synthetic lethality networks via ranking on demandChristoph Lippert
Machine Learning and Computational Biology Research Group, Max Planck Institutes, Tubingen, Germany
Bioinformatics 26:912-8. 2010..Our experiments show that our method leads to improved gene function prediction compared with state-of-the-art competitors and that combining genetic and congruence networks leads to a further improvement in prediction accuracy...
- FaST linear mixed models for genome-wide association studiesChristoph Lippert
Microsoft Research, Los Angeles, California, USA
Nat Methods 8:833-5. 2011..Our algorithm can analyze data for 120,000 individuals in just a few hours, whereas current algorithms fail on data for even 20,000 individuals (http://mscompbio.codeplex.com/)...