358 citations · 376 across the 2 of their papers we have counts for
2 papers
q-bio.QM2018★ 18 cited
PepCVAE: Semi-Supervised Targeted Design of Antimicrobial Peptide Sequences
Payel Das, Kahini Wadhawan, Oscar Chang +6
Given the emerging global threat of antimicrobial resistance, new methods for next-generation antimicrobial design are urgently needed. We report a peptide generation framework Pep…
q-bio.QM2016★ 358 cited
Boosting Docking-based Virtual Screening with Deep Learning
Janaina Cruz Pereira, Ernesto Raul Caffarena, Cicero dos Santos
In this work, we propose a deep learning approach to improve docking-based virtual screening. The introduced deep neural network, DeepVS, uses the output of a docking program and l…