Machine learning approaches and their applications in drug discovery and design

This review is focused on several machine learning approaches used in chemoinformatics. Machine learning approaches provide tools and algorithms to improve drug discovery. Many physicochemical properties of drugs like toxicity, absorption, drug‐drug interaction, carcinogenesis, and distribution have...

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Veröffentlicht in:	Chemical biology & drug design 2022-07, Vol.100 (1), p.136-153
Hauptverfasser:	Priya, Sonal, Tripathi, Garima, Singh, Dev Bukhsh, Jain, Priyanka, Kumar, Abhijeet
Format:	Artikel
Sprache:	eng
Schlagworte:	artificial intelligence chemoinformatics computational machine learning pharmacological
Online-Zugang:	Volltext
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