A diverse stochastic search algorithm for combination therapeutics.

Mehmet Umut CaglarRanadip Pal

Published in: BioMed research international (2014)

As the results illustrate, the proposed diverse stochastic search algorithm can produce optimized combinations in relatively smaller number of iterative steps. This approach can be combined with available knowledge on the genetic makeup of the patient to design optimal selection of drug cocktails.

Keyphrases

machine learning
deep learning
healthcare
case report
neural network
small molecule
genome wide
image quality
copy number
adverse drug
gene expression
dna methylation