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ORCIDVinicius M. Alves
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Journal Articles
- 2021
[j7]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): 653-663 (2021)- [j6]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): 5734-5741 (2021) - 2020
- [j5]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): 4056-4063 (2020) - [j4]Bruno Junior 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) - 2018
- [j3]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): 1214-1223 (2018) - [j2]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): 2203-2213 (2018) - 2017
- [j1]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): 1013-1017 (2017)
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