Deep Transfer Learning Approach for Automatic Recognition of Drug Toxicity and Inhibition of SARS-CoV-2

Deep Transfer Learning Approach for Automatic Recognition of Drug Toxicity and Inhibition of SARS-CoV-2

Severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) causes COVID-19 and is responsible for the ongoing pandemic. Screening of potential antiviral drugs against SARS-CoV-2 depend on in vitro experiments, which are based on the quantification of the virus titer. Here, we used virus-induced cy...

Full description

Bibliographic Details
Main Authors: Julia Werner, Raphael M. Kronberg, Pawel Stachura, Philipp N. Ostermann, Lisa Müller, Heiner Schaal, Sanil Bhatia, Jakob N. Kather, Arndt Borkhardt, Aleksandra A. Pandyra, Karl S. Lang, Philipp A. Lang
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Viruses
Subjects:
SARS-CoV-2
deep transfer learning
deep learning
drug screening
emetine
chloroquine
Online Access:https://www.mdpi.com/1999-4915/13/4/610

Internet

https://www.mdpi.com/1999-4915/13/4/610

Similar Items