Drug susceptibility prediction against a panel of drugs using kernelized Bayesian multitask learning.

Mehmet Gönen Adam A. Margolin

Published in: Bioinform. (2014)

Keyphrases

multitask learning
drug design
gaussian processes
multi task
drug discovery
multi task learning
learning tasks
human immunodeficiency virus
drug resistance
learned models
adverse drug reaction
learning process
gaussian process
bayesian inference
learning problems
kernel function
maximum likelihood