Models and Machines: How Deep Learning Will Take Clinical Pharmacology to the Next Level.
Journal:
CPT: pharmacometrics & systems pharmacology
Published Date:
Feb 3, 2019
Abstract
Recent advances in machine learning (ML) have led to enthusiasm about its use throughout the biopharmaceutical industry. The ML methods can be applied to a wide range of problems and have the potential to revolutionize aspects of drug development. The incorporation of ML in modeling and simulation (M&S) has been eagerly anticipated, and in this perspective, we highlight examples in which ML and M&S approaches can be integrated as complementary parts of a clinical pharmacology workflow.