Deep Learning Algorithms Achieved Satisfactory Predictions When Trained on a Novel Collection of Anticoronavirus Molecules

Drug discovery and repurposing against COVID-19 is a highly relevant topic with huge efforts dedicated to delivering novel therapeutics targeting SARS-CoV-2. In this context, computer-aided drug discovery is of interest in orienting the early high throughput screenings and in optimizing the hit iden...

Descrizione completa

Dettagli Bibliografici

Autori principali:	Emna Harigua-Souiai, Mohamed Mahmoud Heinhane, Yosser Zina Abdelkrim, Oussama Souiai, Ines Abdeljaoued-Tej, Ikram Guizani
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	Frontiers Media S.A. 2021-11-01
Serie:	Frontiers in Genetics
Soggetti:	deep learning artificial neural network SARS-CoV-2 machine learning graph convoluational networks drug discovery and repurposing
Accesso online:	https://www.frontiersin.org/articles/10.3389/fgene.2021.744170/full
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!