Active Learning and the Potential of Neural Networks Accelerate Molecular Screening for the Design of a New Molecule Effective against SARS-CoV-2 - Yassine, Rabhi; Makrem, Mrabet; Farhat, Fnaiech (BioMed research international, 2021)
Keywords: Active learning; Algorithms; Antiviral agents; Artificial intelligence; Binding sites; Biomolecules; Chemical properties; Chymotrypsin; Clinical trials; Coronaviruses; COVID-19; Disease transmission; Drugs; Epidemics; Genomes; Global economy; Identification and classification; Infections; Machine learning; Medical research; Neural networks; Pandemics; Pharmaceutical industry; Pharmaceutical research; Polyproteins; Protease; Protease inhibitors; Proteins; Recurrent neural networks; Respiratory diseases; Screening; Severe acute respiratory syndrome; Severe acute respiratory syndrome coronavirus 2; Structure; Transfer learning; Vaccines; Viral diseases; Viral infections; Viruses; Tunisia