New Perspectives of Machine Learning in Drug Discovery.

New Perspectives of Machine Learning in Drug Discovery.
Curr Med Chem. 2020 Nov 11;:
Authors: Musella S, Verna G, Fasano A, Di Micco S
Abstract
Artificial intelligence methods, in particular, machine learning, has been playing a pivotal role in drug development, from structural design to clinical trial. This approach is harnessing the impact of computer-aided drug discovery thanks to large available data sets for drug candidates and its new and complex manner of information interpretation to identify patterns for the study scope. In the present review, recent applications related to drug discovery and therapies are assessed, and limitations and future perspectives are analyzed.
PMID: 33176630 [PubMed - as supplied by publisher]

Source: Current Medicinal Chemistry - November 11, 2020 Category: Chemistry Authors: Musella S, Verna G, Fasano A, Di Micco S Tags: Curr Med Chem Source Type: research