Vinicius M. Alves

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 7

Top Topics

Scientific Publications

Image Segmentation

Application Developers

Top Venues

J. Chem. Inf. Model.

PLoS Comput. Biol.

Publications

Sankalp Jain, Vishal B. Siramshetty, Vinicius M. Alves, Eugene N. Muratov, Nicole C. Kleinstreuer, Alexander Tropsha, Marc C. Nicklaus, Anton Simeonov, Alexey V. Zakharov
Large-Scale Modeling of Multispecies Acute Toxicity End Points Using Consensus of Multitask Deep Learning Methods. J. Chem. Inf. Model. 61 (2) (2021)
Daniel Robert Korn, Vera Pervitsky, Tesia M. Bobrowski, Vinicius M. Alves, Charles Schmitt, Chris Bizon, Nancy Baker, Rada Chirkova, Artem Cherkasov, Eugene N. Muratov, Alexander Tropsha
COVID-19 Knowledge Extractor (COKE): A Curated Repository of Drug-Target Associations Extracted from the CORD-19 Corpus of Scientific Publications on COVID-19. J. Chem. Inf. Model. 61 (12) (2021)
Vinicius M. Alves, Stephen J. Capuzzi, Rodolpho C. Braga, Daniel Robert Korn, Joshua E. Hochuli, Kyle H. Bowler, Adam Yasgar, Ganesha Rai, Anton Simeonov, Eugene N. Muratov, Alexey V. Zakharov, Alexander Tropsha
SCAM Detective: Accurate Predictor of Small, Colloidally Aggregating Molecules. J. Chem. Inf. Model. 60 (8) (2020)
Bruno J. Neves, Rodolpho C. Braga, Vinicius M. Alves, Marília N. N. Lima, Gustavo C. Cassiano, Eugene N. Muratov, Fabio T. M. Costa, Carolina Horta Andrade
Deep Learning-driven research for drug discovery: Tackling Malaria. PLoS Comput. Biol. 16 (2) (2020)
Yen S. Low, Vinicius M. Alves, Denis Fourches, Alexander Sedykh, Carolina Horta Andrade, Eugene N. Muratov, Ivan Rusyn, Alexander Tropsha
Chemistry-Wide Association Studies (CWAS): A Novel Framework for Identifying and Interpreting Structure-Activity Relationships. J. Chem. Inf. Model. 58 (11) (2018)
Vinicius M. Alves, Alexander Golbraikh, Stephen J. Capuzzi, Kammy Liu, Wai In Lam, Daniel Robert Korn, Diane Pozefsky, Carolina Horta Andrade, Eugene N. Muratov, Alexander Tropsha
Multi-Descriptor Read Across (MuDRA): A Simple and Transparent Approach for Developing Accurate Quantitative Structure-Activity Relationship Models. J. Chem. Inf. Model. 58 (6) (2018)
Rodolpho C. Braga, Vinicius M. Alves, Eugene N. Muratov, Judy Strickland, Nicole C. Kleinstreuer, Alexander Tropsha, Carolina Horta Andrade
Pred-Skin: A Fast and Reliable Web Application to Assess Skin Sensitization Effect of Chemicals. J. Chem. Inf. Model. 57 (5) (2017)