Evidence for type II cells as cells of origin of K-Ras – induced distal lung adenocarcinoma
Learning Gradients : Predictive Models that Infer Geometry and Statistical Dependence
Journal of Machine Learning Research (2010)
A 10-gene progenitor cell signature predicts poor prognosis in lung adenocarcinoma.
The Annals of Thoracic Surgery (2011)
Predictive Genes in Adjacent Normal Tissue Are Preferentially Altered by sCNV during Tumorigenesis in Liver Cancer and May Rate Limiting
PLoS ONE (2011)
Genomic strategy for targeting therapy in castration-resistant prostate cancer.
Journal of Clinical Oncology (2009)
F-Seq: a feature density estimator for high-throughput sequence tags.
Estimating variable structure and dependence in multitask learning via gradients
Machine Learning (2010)
Modeling cancer progression via pathway dependencies.
PLoS computational biology (2008)
Analysis of sample set enrichment scores: assaying the enrichment of sets of genes for individual samples in genome-wide expression profiles