Version 1
: Received: 13 May 2021 / Approved: 14 May 2021 / Online: 14 May 2021 (15:17:50 CEST)
How to cite:
Quazi, S. Role of Artificial Intelligence and Machine Learning in Bioinformatics: Drug Discovery and Drug Repurposing. Preprints2021, 2021050346. https://doi.org/10.20944/preprints202105.0346.v1
Quazi, S. Role of Artificial Intelligence and Machine Learning in Bioinformatics: Drug Discovery and Drug Repurposing. Preprints 2021, 2021050346. https://doi.org/10.20944/preprints202105.0346.v1
Quazi, S. Role of Artificial Intelligence and Machine Learning in Bioinformatics: Drug Discovery and Drug Repurposing. Preprints2021, 2021050346. https://doi.org/10.20944/preprints202105.0346.v1
APA Style
Quazi, S. (2021). Role of Artificial Intelligence and Machine Learning in Bioinformatics: Drug Discovery and Drug Repurposing. Preprints. https://doi.org/10.20944/preprints202105.0346.v1
Chicago/Turabian Style
Quazi, S. 2021 "Role of Artificial Intelligence and Machine Learning in Bioinformatics: Drug Discovery and Drug Repurposing" Preprints. https://doi.org/10.20944/preprints202105.0346.v1
Abstract
Artificial intelligence AI or machine learning has proven to be a potential activity in the health and biomedical sciences. Previous research it has found that AI can learn new data and transform it into the useful knowledge. In the field of pharmacology, the aim is to design more efficient and novel vaccines using this method which are also cost effective. The underlying fact is to predict the molecular mechanism and structure for increased likelihood of developing new drugs. Clinical, electronic and high resolution imaging datasets can be used as inputs to aid the drug development niche. Moreover, the use of comprehensive target activity has been performed for repurposing a drug molecule by extending target profiles of drugs which also include off targets with therapeutic potential providing a new indication.
Keywords
drug discovery; drug repurposing; bioinformatics; machine learning; artificial intelligence; biomedical discoveries etc.
Subject
Biology and Life Sciences, Biochemistry and Molecular Biology
Copyright:
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
