New Perspectives of Machine Learning in Drug Discovery.

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.

journal_name

Curr Med Chem

authors

Musella S,Verna G,Fasano A,Di Micco S

doi

10.2174/0929867327666201111144048

subject

Has Abstract

pub_date

2020-11-11 00:00:00

eissn

0929-8673

issn

1875-533X

pii

CMC-EPUB-111399

pub_type

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