An active role for machine learning in drug development

Impact of high-throughput screening in biomedical research

(2011) Ricardo Macarron et al.   NATURE REVIEWS DRUG DISCOVERY

Active learning for human protein-protein interaction prediction

(2010) Thahir P Mohamed et al.   BMC BIOINFORMATICS

Drug profiling: knowing where it hits

(2010) Alejandro Merino et al.   DRUG DISCOVERY TODAY

Predicting and understanding the stability of G-quadruplexes

(2009) Oliver Stegle et al.   BIOINFORMATICS

Cellular Systems Biology Profiling Applied to Cellular Models of Disease

(2009) Kenneth Giuliano et al.   COMBINATORIAL CHEMISTRY & HIGH THROUGHPUT SCREENING

Predicting Positive p53 Cancer Rescue Regions Using Most Informative Positive (MIP) Active Learning

(2009) Samuel A. Danziger et al.   PLoS Computational Biology

Virtual Screening System for Finding Structurally Diverse Hits by Active Learning

(2008) Yukiko Fujiwara et al.   Journal of Chemical Information and Modeling