Eugene Muratov

University of North Carolina at Chapel Hill

Computer ScienceMedicineBiochemistry, Genetics and Molecular Biology

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 1%percentile

12.8Author DataRank

Indexed papers

16in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 16 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen

Nature Communications(2019)10.1038/s41467-019-09799-2

Top 4%

5.0DataRank

Top 4%368 citations

Dennis Wang, Mike J. Mason, Bence Szalai, Krishna C. Bulusu, Yuanfang Guan +426 more

Papers

Driven by 94 papers — median percentile 37. Top paper: “Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen”.

Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen

Nature Communications(2019)10.1038/s41467-019-09799-2

Top 4%

5.0DataRank

Top 4%368 citations

Dennis Wang, Mike J. Mason, Bence Szalai, Krishna C. Bulusu, Yuanfang Guan +426 more

CATMoS: Collaborative Acute Toxicity Modeling Suite

Environmental Health Perspectives(2021)10.1289/ehp8495

Top 4%

4.9DataRank

Top 4%142 citations

Agnes L. Karmaus, Jeremy Fitzpatrick, Grace Patlewicz, Prachi Pradeep, Domenico Alberga +95 more

Recent progress on cheminformatics approaches to epigenetic drug discovery

Drug Discovery Today(2020)10.1016/j.drudis.2020.09.021

N/A

1.5DataRank · unranked

58 citations

Norberto Sánchez‐Cruz, Fernando D. Prieto‐Martínez, Vinícius M. Alves, Hudson P. Santos, Eugene Muratov +3 more

QSAR-Based Virtual Screening: Advances and Applications in Drug Discovery

UNC Libraries(2024)10.17615/msnr-nv58

N/A

1.0DataRank · unranked

19 citations

Cleber C. Melo‐Filho, Bruno J. Neves, José Teófilo Moreira‐Filho, Carolina Horta Andrade, Rodolpho C. Braga +1 more

QSAR without borders

Chemical Society Reviews(2020)10.1039/d0cs00098a

N/A

1.0DataRank · unranked

870 citations

Jürgen Bajorath, Robert P. Sheridan, Igor V. Tetko, Dmitry Filimonov, Vladimir Poroikov +14 more

A critical overview of computational approaches employed for COVID-19 drug discovery

Chemical Society Reviews(2021)10.1039/d0cs01065k

N/A

0.804DataRank · unranked

212 citations

Rommie E. Amaro, Carolina Horta Andrade, Nathan Brown, Sean Ekins, Denis Fourches +14 more

COVID-KOP: integrating emerging COVID-19 data with the ROBOKOP database

Bioinformatics(2020)10.1093/bioinformatics/btaa718

Top 26%

0.781DataRank

Top 26%21 citations

Tesia Bobrowski, Michael Li, Yaphet Kebede, Patrick Wang, Phillips Owen +6 more

Synergistic and Antagonistic Drug Combinations against SARS-CoV-2

Molecular Therapy(2020)10.1016/j.ymthe.2020.12.016

N/A

0.728DataRank · unranked

127 citations

Lu Chen, Richard T. Eastman, Zina Itkin, Paul Shinn, Catherine Z. Chen +8 more

Small molecule antiviral compound collection (SMACC): A comprehensive, highly curated database to support the discovery of broad-spectrum antiviral drug molecules

Antiviral Research(2023)10.1016/j.antiviral.2023.105620

Top 35%

0.564DataRank

Top 35%14 citations

Cleber C. Melo‐Filho, Daniel Korn, Richard T. Eastman, Ganesha Rai, Anton Simeonov +4 more

Knowledge-based approaches to drug discovery for rare diseases

Drug Discovery Today(2021)10.1016/j.drudis.2021.10.014

N/A

0.564DataRank · unranked

42 citations

Daniel Korn, Vera Pervitsky, Andrew Thieme, Stephen J. Capuzzi, Nancy Baker +6 more

AI-driven discovery of synergistic drug combinations against pancreatic cancer

Nature Communications(2025)10.1038/s41467-025-56818-6

N/A

0.494DataRank · unranked

26 citations

Sankalp Jain, Elena Barnaeva, Wengong Jin, Joshua E. Hochuli, Zina Itkin +14 more

Defining clinical outcome pathways

Drug Discovery Today(2022)10.1016/j.drudis.2022.02.008

N/A

0.464DataRank · unranked

21 citations

Andrew Thieme, Vinícius M. Alves, Michael Yeakey, Joyce Villa Verde Bastos Borba, Stephen J. Capuzzi +10 more

Computer-Aided Discovery of New Solubility-Enhancing Drug Delivery System

Biomolecules(2020)10.3390/biom10060913

N/A

0.449DataRank · unranked

19 citations

Eugene Muratov, Vinícius M. Alves, Alexander Tropsha, Judyta Cielecka‐Piontek, Mikołaj Mizera

Praemonitus praemunitus: can we forecast and prepare for future viral disease outbreaks?

FEMS Microbiology Reviews(2023)10.1093/femsre/fuad048

N/A

0.434DataRank · unranked

17 citations

Tesia Bobrowski, Holli‐Joi Martin, Jon-Michael Beasley, Aneri Kothari, Trevor Phares +8 more

Lies and Liabilities: Computational Assessment of High-Throughput Screening Hits to Identify Artifact Compounds

Journal of Medicinal Chemistry(2023)10.1021/acs.jmedchem.3c00482

N/A

0.406DataRank · unranked

14 citations

Adam Yasgar, James Wellnitz, Ganesha Rai, Marielle Rath, Rodolpho C. Braga +6 more

Computational drug discovery for the Zika virus

Brazilian Journal of Pharmaceutical Sciences(2018)10.1590/s2175-97902018000001002

N/A

0.401DataRank · unranked

8 citations

Joyce Villa Verde Bastos Borba, Cleber Camilo Melo-Filho, Bruno Junior Neves, Eugene Muratov, Pedro Henrique Monteiro Torres +5 more

Cheminformatics-Guided Cell-Free Exploration of Peptide Natural Products

Journal of the American Chemical Society(2024)10.1021/jacs.3c11306

N/A

0.385DataRank · unranked

12 citations

Joshua E. Hochuli, Patric W. Sadecki, Takayuki Katoh, Hiroaki Suga, Leslie M. Hicks +4 more

COVID-19 Knowledge Extractor (COKE): A Curated Repository of Drug–Target Associations Extracted from the CORD-19 Corpus of Scientific Publications on COVID-19

Journal of Chemical Information and Modeling(2021)10.1021/acs.jcim.1c01285

Top 48%

0.370DataRank

Top 48%5 citations

Vera Pervitsky, Tesia Bobrowski, Vinícius M. Alves, Charles Schmitt, Chris Bizon +6 more

STopTox: An In-Silico Alternative to Animal Testing for Acute Systemic and TOPical TOXicity

ChemRxiv(2020)10.26434/chemrxiv.13283930.v1

N/A

0.360DataRank · unranked

10 citations

Vinícius M. Alves, Rodolpho C. Braga, Daniel Korn, Kirsten E. Overdahl, Arthur C. Silva +9 more

Recent progress on cheminformatics approaches to epigenetic drug discovery

UNC Libraries(2024)10.17615/8ce8-1w83

N/A

0.360DataRank · unranked

10 citations

Zoe L. Sessions, Vinícius M. Alves, Hudson P. Santos, Eugene Muratov, Alexander Tropsha +3 more

COVID-KOP: Integrating Emerging COVID-19 Data with the ROBOKOP Database

ChemRxiv(2020)10.26434/chemrxiv.12462623

Top 50%

0.348DataRank

Top 50%6 citations

Tesia Bobrowski, Michael Li, Yaphet Kebede, Patrick Wang, Phillips Owen +6 more

Small Molecule Antiviral Compound Collection (SMACC): a database to support the discovery of broad-spectrum antiviral drug molecules

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.07.09.499397

Top 52%

0.333DataRank

Top 52%5 citations

Cleber C. Melo‐Filho, Daniel Korn, Richard T. Eastman, Ganesha Rai, Anton Simeonov +4 more

A Novel Machine Learning Model and a Web Portal for Predicting the Human Skin Sensitization Effects of Chemical Agents

Toxics(2024)10.3390/toxics12110803

N/A

0.330DataRank · unranked

8 citations

José Teófilo Moreira‐Filho, Holli‐Joi Martin, James Wellnitz, Miguel Canamary Otoch, Marielle Rath +4 more

COVID-KOP: Integrating Emerging COVID-19 Data with the ROBOKOP Database

ChemRxiv(2020)10.26434/chemrxiv.12462623.v1

Top 63%

0.220DataRank

Top 63%3 citations

Tesia Bobrowski, Michael Li, Yaphet Kebede, Patrick Wang, Phillips Owen +6 more

Novel Classification of Mono-Molecular Odorants using Standardized Semantic Profiles

ChemRxiv(2022)10.26434/chemrxiv-2022-h64sb

Top 63%

0.215DataRank

Top 63%2 citations

Daniel Korn, Vinícius M. Alves, Eugene Muratov, Alexander Tropsha, Andrew Thieme

Breaking the Phalanx: Overcoming Bacterial Drug Resistance with Quorum Sensing Inhibitors that Enhance Therapeutic Activity of Antibiotics

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.01.17.633658

N/A

0.208DataRank · unranked

3 citations

Dorjbal Dorjsuren, Sankalp Jain, Marielle Rath, Ricardo Scheufen Tieghi, Alexander Tropsha +4 more

Computationally-guided drug repurposing enables the discovery of kinase targets and inhibitors as new schistosomicidal agents

UNC Libraries(2024)10.17615/r2ca-c119

N/A

0.165DataRank · unranked

2 citations

Eugene Muratov, Pablo Ivan Pereira Ramos, Nicholas Furnham, Joyce Villa Verde Bastos Borba, Carolina Horta Andrade +3 more

COVID-19 Knowledge Extractor (COKE): A Tool and a Web Portal to Extract Drug - Target Protein Associations from the CORD-19 Corpus of Scientific Publications on COVID-19

ChemRxiv(2020)10.26434/chemrxiv.13289222.v1

Top 70%

0.165DataRank

Top 70%2 citations

Vera Pervitsky, Tesia Bobrowski, Vinícius M. Alves, Charles Schmitt, Cristopher Bizon +6 more

Lies and Liabilities: Computational Assessment of High-Throughput Screening Hits to Identify Artifact Compounds.

ChemRxiv(2023)10.26434/chemrxiv-2023-r78sj

N/A

0.165DataRank · unranked

2 citations

Adam Yasgar, James Wellnitz, Ganesha Bantukallu, Marielle Rath, Rodolpho C. Braga +6 more

Discovery of new potent hits against intracellular Trypanosoma cruzi by QSAR-based virtual screening

Carolina Digital Repository (University of North Carolina at Chapel Hill)(2024)10.17615/b5w6-9p72

N/A

0.104DataRank · unranked

1 citations

Carolina Borsoi Moraes, Carolina Horta Andrade, Lúcio H. Freitas-Júnior, Rodolpho C. Braga, Caio Haddad Franco +2 more

Sequence and structure conservation analysis of the key coronavirus proteins supports the feasibility of discovering broad-spectrum antiviral medications.

ChemRxiv(2022)10.26434/chemrxiv-2022-zg88d

N/A

0.104DataRank · unranked

1 citations

Tesia Bobrowski, Holli‐Joi Martin, Zoe L. Sessions, Konstantin I. Popov, Nathaniel J. Moorman +4 more

One size does not fit all: revising traditional paradigms for QSAR-based virtual screenings.

ChemRxiv(2023)10.26434/chemrxiv-2023-9cw9v

N/A

0DataRank · unranked

2 citations

Sankalp Jain, Joshua E. Hochuli, Travis Maxfield, Eugene Muratov, Alexander Tropsha +2 more

The N-ary in the Coal Mine: Avoiding Mixture Model Failure with Proper Validation

arXiv (Cornell University)(2023)10.48550/arxiv.2308.06347

N/A

0DataRank · unranked

0 citations

Joshua E. Hochuli, James Wellnitz, Cleber C. Melo‐Filho, Konstantin Popov, Eugene Muratov +2 more

STOPLIGHT: A Hit Scoring Calculator

Journal of Chemical Information and Modeling(2024)10.1021/acs.jcim.4c00412

N/A

0DataRank · unranked

7 citations

Holli‐Joi Martin, Mohammad Anwar Hossain, Marielle Rath, Colton Fox, Konstantin I. Popov +4 more

A critical overview of computational approaches employed for COVID-19 drug discovery

UNC Libraries(2024)10.17615/bwe6-fp72

N/A

0DataRank · unranked

5 citations

Kenneth M. Merz, Matthew H. Todd, José L. Medina‐Franco, Sean Ekins, Alexey Zakharov +14 more

Synthesis and structure activity relationships of DCLK1 kinase inhibitors based on a 5,11-dihydro-6H-benzo[e]pyrimido[5,4-b] [1,4]diazepin-6-one scaffold

Figshare(2024)10.17615/8hj7-0260

N/A

0DataRank · unranked

4 citations

Stephen J. Capuzzi, Kenneth D. Westover, Eugene Muratov, Jinhua Wang, Wayne Harshbarger +7 more

ExEmPLAR (Extracting, Exploring, and Embedding Pathways Leading to Actionable Research): a user-friendly interface for knowledge graph mining

Bioinformatics(2024)10.1093/bioinformatics/btad779

N/A

0DataRank · unranked

2 citations

Daniel Korn, Nyssa Tucker, Erick Tavares Marcelino Alves, Eugene Muratov, Chris Bizon +2 more

Modeling interactions between Heparan sulfate and proteins based on the Heparan sulfate microarray analysis

Glycobiology(2024)10.1093/glycob/cwae039

N/A

0DataRank · unranked

2 citations

Guowei Su, Kevin Liu, Eugene Muratov, Alexander Tropsha, Jian Liu +1 more

STopTox: An in Silico Alternative to Animal Testing for Acute Systemic and Topical Toxicity

UNC Libraries(2024)10.17615/brxt-n696

N/A

0DataRank · unranked

1 citations

Erik Overdahl, Eugene Muratov, Vinícius M. Alves, Kirsten E. Overdahl, David Allen +9 more

QSAR-Driven Design and Discovery of Novel Compounds With Antiplasmodial and Transmission Blocking Activities

UNC Libraries(2024)10.17615/z27w-jz89

N/A

0DataRank · unranked

1 citations

Rodolpho C. Braga, Bruno J. Neves, Gustavo Capatti Cassiano, Marília N. N. Lima, Daniel Y. Bargieri +7 more

Knowledge-based approaches to drug discovery for rare diseases

UNC Libraries(2024)10.17615/wgqe-x048

N/A

0DataRank · unranked

1 citations

Andrew Thieme, Alexander Tropsha, Eugene Muratov, Vera Pervitsky, Stephen J. Capuzzi +6 more

Learning from history: do not flatten the curve of antiviral research!

UNC Libraries(2024)10.17615/d4pc-qx60

N/A

0DataRank · unranked

0 citations

Vinícius M. Alves, Konstantin Popov, Charles Schmitt, Alexander Tropsha, Cleber C. Melo‐Filho +5 more

Computational drug discovery for the Zika virus

UNC Libraries(2024)10.17615/txrx-hz37

N/A

0DataRank · unranked

0 citations

Melina Mottin, Sean Ekins, Pedro Henrique Monteiro Torres, Eugene Muratov, Joyce Villa Verde Bastos Borba +5 more

Chemistry-Wide Association Studies (CWAS): A Novel Framework for Identifying and Interpreting Structure-Activity Relationships

INDIGO (University of Illinois at Chicago)(2024)10.17615/37wt-zh83

N/A

0DataRank · unranked

0 citations

Yen Low, Ivan Rusyn, Eugene Muratov, Vinícius M. Alves, Alexander Tropsha +3 more

Multi-Descriptor Read Across (MuDRA): A Simple and Transparent Approach for Developing Accurate Quantitative Structure-Activity Relationship Models

UNC Libraries(2024)10.17615/p7tz-t004

N/A

0DataRank · unranked

0 citations

Alexander Tropsha, Alexander Golbraikh, Stephen J. Capuzzi, Kammy Liu, Carolina Horta Andrade +5 more

Computer-aided discovery of two novel chalcone-like compounds active and selective against Leishmania infantum

UNC Libraries(2024)10.17615/0axx-mp38

N/A

0DataRank · unranked

0 citations

Cleber C. Melo‐Filho, Marcelo do Nascimento Gomes, Lúcio H. Freitas-Júnior, Carolina Horta Andrade, Eugene Muratov +5 more

Predicting Adverse Drug Effects from Literature- and Database-Mined Assertions

UNC Libraries(2024)10.17615/6st6-6510

N/A

0DataRank · unranked

0 citations

Mary K. La, Alexander Tropsha, Eugene Muratov, Denis Fourches, Alexander Sedykh

Chemotext: A Publicly Available Web Server for Mining Drug-Target-Disease Relationships in PubMed

UNC Libraries(2024)10.17615/dzxp-kk07

Top 100%

0DataRank

Top 100%0 citations

Alexander Tropsha, Diane Pozefsky, Nancy Baker, Wai In Lam, Eugene Muratov +4 more

Deep Learning-driven research for drug discovery: Tackling Malaria

UNC Libraries(2024)10.17615/ymtw-v208

N/A

0DataRank · unranked

0 citations

Vinícius M. Alves, Bruno J. Neves, Carolina Horta Andrade, Eugene Muratov, Rodolpho C. Braga +3 more

COVID-KOP: integrating emerging COVID-19 data with the ROBOKOP database

UNC Libraries(2024)10.17615/15ed-ag81

Top 100%

0DataRank

Top 100%0 citations

Rada Chirkova, Eugene Muratov, Phillips Owen, Gaurav Vaidya, Alexander Tropsha +6 more

The SistematX Web Portal of Natural Products: An Update

Figshare(2024)10.17615/1y6z-e118

Top 100%

0DataRank

Top 100%0 citations

Lorena Silva, Vladimir Poroikov, Eugene Muratov, Luciana Scotti, Fernando B. Da Costa +6 more

Unveiling the Kinomes of Leishmania infantum and L. braziliensis Empowers the Discovery of New Kinase Targets and Antileishmanial Compounds

UNC Libraries(2024)10.17615/mhb8-pg57

N/A

0DataRank · unranked

0 citations

Arthur C. Silva, Eugene Muratov, Pablo Ivan Pereira Ramos, Joyce Villa Verde Bastos Borba, Nathália Grazzia +3 more

ExEmPLAR (Extracting, Exploring, and Embedding Pathways Leading to Actionable Research): a user-friendly interface for knowledge graph mining

UNC Libraries(2024)10.17615/6qgg-ft63

N/A

0DataRank · unranked

0 citations

Eugene Muratov, Erick Tavares Marcelino Alves, Daniel Korn, Jon-Michael Beasley, Alexander Tropsha +2 more

A Novel Machine Learning Model and a Web Portal for Predicting the Human Skin Sensitization Effects of Chemical Agents

UNC Libraries(2024)10.17615/8pgs-2737

N/A

0DataRank · unranked

0 citations

Eugene Muratov, Holli‐Joi Martin, Ricardo Scheufen Tieghi, Miguel Canamary Otoch, Marielle Rath +4 more

Dona Flor and her two husbands: Discovery of novel HDAC6/AKT2 inhibitors for myeloid cancer treatment

Computers in Biology and Medicine(2025)10.1016/j.compbiomed.2025.110990

N/A

0DataRank · unranked

3 citations

Holli‐Joi Martin, Jorge Antonio Elias Godoy Carlos, Rodolpho C. Braga, V. Souza, Cleber C. Melo‐Filho +12 more

Chemical arsenal for helicase Hunters: Striking the toughest targets in antiviral research

Antiviral Research(2025)10.1016/j.antiviral.2025.106184

N/A

0DataRank · unranked

3 citations

Mohammad Anwar Hossain, James Wellnitz, Enes Kelestemur, Joshua E. Hochuli, Sumera Perveen +5 more

External Validation of STopTox – Novel Alternative Method (NAM) for Acute Systemic and Topical Toxicity

Environmental Health Perspectives(2025)10.1289/ehp16647

N/A

0DataRank · unranked

3 citations

Cleber C. Melo‐Filho, Holli‐Joi Martin, José Teófilo Moreira‐Filho, Tripp LaPratt, Dave Allen +5 more

Challenges of broad-spectrum antiviral drug discovery and development for emerging pathogens

Drug Discovery Today(2025)10.1016/j.drudis.2025.104486

N/A

0DataRank · unranked

1 citations

Jon-Michael Beasley, Enes Kelestemur, Zoe L. Sessions, Stephan Ludwig, Nathaniel J. Moorman +4 more

On the importance of data curation for knowledge mining in antiviral research

Science Progress(2025)10.1177/00368504241301535

N/A

0DataRank · unranked

1 citations

Cleber C. Melo‐Filho, Alexey Zakharov, Eugene Muratov, Alexander Tropsha, Holli‐Joi Martin

TARRAGON: Therapeutic Target Applicability Ranking and Retrieval-Augmented Generation Over Networks

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.04.19.649662

N/A

0DataRank · unranked

2 citations

Kara Schatz, Elvin Ding, Marcello DeLuca, Nahed Abu Zaid, Nyssa Tucker +5 more

Small molecule antiviral compound collection (SMACC): A comprehensive, highly curated database to support the discovery of broad-spectrum antiviral drug molecules

UNC Libraries(2025)10.17615/pwav-1m04

Top 100%

0DataRank

Top 100%0 citations

Ganesha Rai, Eugene Muratov, Alexander Tropsha, Daniel Korn, Anton Simeonov +4 more

Artificial intelligence systems for the design of magic shotgun drugs

UNC Libraries(2025)10.17615/byd7-b852

N/A

0DataRank · unranked

0 citations

Joyce Villa Verde Bastos Borba, Meryck Felipe Brito da Silva, José Teófilo Moreira‐Filho, Arlindo Rodrigues Galvão Filho, Rodolpho C. Braga +3 more

Lies and Liabilities: Computational Assessment of High-Throughput Screening Hits to Identify Artifact Compounds

UNC Libraries(2025)10.17615/srnb-f444

N/A

0DataRank · unranked

0 citations

Ganesha Rai, Marielle Rath, Anton Simeonov, Eugene Muratov, Alexey Zakharov +6 more

One size does not fit all: revising traditional paradigms for assessing accuracy of QSAR models used for virtual screening

Journal of Cheminformatics(2025)10.1186/s13321-025-00948-y

N/A

0DataRank · unranked

15 citations

Sankalp Jain, Joshua E. Hochuli, Travis Maxfield, Eugene Muratov, Alexander Tropsha +2 more

QSAR Modeling of SARS‐CoV M pro Inhibitors Identifies Sufugolix, Cenicriviroc, Proglumetacin, and other Drugs as Candidates for Repurposing against SARS‐CoV‐2

Molecular Informatics(2020)10.1002/minf.202000113

N/A

0DataRank · unranked

86 citations

Tesia Bobrowski, Cleber C. Melo‐Filho, Daniel Korn, Scott S. Auerbach, Charles Schmitt +3 more

Deep Learning-driven research for drug discovery: Tackling Malaria

PLoS Computational Biology(2020)10.1371/journal.pcbi.1007025

N/A

0DataRank · unranked

63 citations

Rodolpho C. Braga, Vinícius M. Alves, Marília N. N. Lima, Gustavo Capatti Cassiano, Eugene Muratov +3 more

Learning from history: do not flatten the curve of antiviral research!

Drug Discovery Today(2020)10.1016/j.drudis.2020.07.008

N/A

0DataRank · unranked

40 citations

Cleber C. Melo‐Filho, Daniel Korn, Vinícius M. Alves, Konstantin I. Popov, Scott S. Auerbach +5 more

Automated Framework for Developing Predictive Machine Learning Models for Data-Driven Drug Discovery

Journal of the Brazilian Chemical Society(2020)10.21577/0103-5053.20200160

N/A

0DataRank · unranked

3 citations

José Teófilo Moreira‐Filho, Arthur C. Silva, Joyce Villa Verde Bastos Borba, Melina Mottin, Vinícius M. Alves +4 more

Trust, But Verify: On the Importance of Chemical Structure Curation in Cheminformatics and QSAR Modeling Research

UNC Libraries(2020)10.17615/sqys-za24

N/A

0DataRank · unranked

2 citations

Eugene Muratov, Alexander Tropsha, Denis Fourches

STopTox: An In-Silico Alternative to Animal Testing for Acute Systemic and TOPical TOXicity

ChemRxiv(2020)10.26434/chemrxiv.13283930

N/A

0DataRank · unranked

6 citations

Vinícius M. Alves, Rodolpho C. Braga, Daniel Korn, Kirsten E. Overdahl, Arthur C. Silva +9 more

COVID-19 Knowledge Extractor (COKE): A Tool and a Web Portal to Extract Drug - Target Protein Associations from the CORD-19 Corpus of Scientific Publications on COVID-19

ChemRxiv(2020)10.26434/chemrxiv.13289222

Top 100%

0DataRank

Top 100%0 citations

Vera Pervitsky, Tesia Bobrowski, Vinícius M. Alves, Charles Schmitt, Cristopher Bizon +6 more

Computer-Assisted Decision Support for Student Admissions Based on Their Predicted Academic Performance

UNC Libraries(2020)10.17615/ayad-5482

N/A

0DataRank · unranked

0 citations

Alexander Tropsha, Margaret Reed Lewis, Eugene Muratov, Denis Fourches, Wendy C. Cox

Tuning hERG Out: Antitarget QSAR Models for Drug Development

UNC Libraries(2020)10.17615/nrt4-8r96

N/A

0DataRank · unranked

0 citations

Meryck Felipe Brito da Silva, Rodolpho C. Braga, Eugene Muratov, Carolina Horta Andrade, Denis Fourches +2 more

Gelatin/carboxymethyl cellulose mucoadhesive films with lysozyme: Development and characterization

UNC Libraries(2020)10.17615/c6ga-7b56

N/A

0DataRank · unranked

0 citations

I. I. Romanovska, A. M. Ovsepyan, Eugene Muratov, С. С. Декіна, В. Н. Ткач

Predicting chemically-induced skin reactions. Part I: QSAR models of skin sensitization and their application to identify potentially hazardous compounds

UNC Libraries(2020)10.17615/n9k1-1442

N/A

0DataRank · unranked

0 citations

Nicole Kleinstreuer, Alexander Tropsha, Vinícius M. Alves, Denis Fourches, Eugene Muratov +2 more

QSAR models of human data can enrich or replace LLNA testing for human skin sensitization

UNC Libraries(2020)10.17615/3vcx-6145

N/A

0DataRank · unranked

0 citations

Nicole Kleinstreuer, Eugene Muratov, Denis Fourches, Alexander Tropsha, Judy Strickland +5 more

Predicting Binding Affinity of CSAR Ligands Using Both Structure-Based and Ligand-Based Approaches

UNC Libraries(2020)10.17615/733t-6r44

N/A

0DataRank · unranked

0 citations

Nikolay V. Dokholyan, Eugene Muratov, Feng Ding, Denis Fourches, Alexander Tropsha

Predicting chemically-induced skin reactions. Part II: QSAR models of skin permeability and the relationships between skin permeability and skin sensitization

UNC Libraries(2020)10.17615/x095-3q76

N/A

0DataRank · unranked

0 citations

Carolina Horta Andrade, Eugene Muratov, Vinícius M. Alves, Alexander Tropsha, Denis Fourches +2 more

Predicting Drug-Induced Hepatotoxicity Using QSAR and Toxicogenomics Approaches

Figshare(2020)10.17615/d9xv-0d77

N/A

0DataRank · unranked

0 citations

Tetsuro Urushidani, Yohsuke Minowa, Ivan Rusyn, В. Н. Кузьмин, Denis Fourches +8 more

Pred-hERG: A Novel web-Accessible Computational Tool for Predicting Cardiac Toxicity

UNC Libraries(2020)10.17615/p7aa-4h44

N/A

0DataRank · unranked

0 citations

Vinícius M. Alves, Carolina Horta Andrade, Eugene Muratov, Rodolpho C. Braga, Luciano M. Lião +3 more

Discovery of New Anti-Schistosomal Hits by Integration of QSAR-Based Virtual Screening and High Content Screening

INDIGO (University of Illinois at Chicago)(2020)10.17615/q7zj-hs71

N/A

0DataRank · unranked

0 citations

Walter César Góes Valente, João M. Rezende-Neto, Nicholas Furnham, Ana C. M. de Almeida, Floriano Paes Silva +11 more

Large-Scale Modeling of Multispecies Acute Toxicity End Points Using Consensus of Multitask Deep Learning Methods

Journal of Chemical Information and Modeling(2021)10.1021/acs.jcim.0c01164

N/A

0DataRank · unranked

103 citations

Vishal B. Siramshetty, Vinícius M. Alves, Eugene Muratov, Nicole Kleinstreuer, Alexander Tropsha +4 more

Novel computational models offer alternatives to animal testing for assessing eye irritation and corrosion potential of chemicals

Artificial Intelligence in the Life Sciences(2021)10.1016/j.ailsci.2021.100028

N/A

0DataRank · unranked

30 citations

Joyce Villa Verde Bastos Borba, Vinícius M. Alves, Steven U.S. Hall, Nicholas Furnham, Nicole Kleinstreuer +4 more

Natural Products as Potential Agents against SARS-CoV and SARSCoV- 2

Current Medicinal Chemistry(2021)10.2174/0929867328666210125113938

N/A

0DataRank · unranked

7 citations

Chonny Herrera‐Acevedo, Thalisson Amorim de Souza, Renata Priscila Barros de Menezes, Zoe L. Sessions, Lucas Silva Abreu +7 more

Erratum: CATMoS: Collaborative Acute Toxicity Modeling Suite

Environmental Health Perspectives(2021)10.1289/ehp10369

N/A

0DataRank · unranked

31 citations

Agnes L. Karmaus, Jeremy Fitzpatrick, Grace Patlewicz, Prachi Pradeep, Domenico Alberga +95 more

Data Set Modelability by QSAR

Figshare(2021)10.17615/c343-bx61

N/A

0DataRank · unranked

0 citations

Eugene Muratov, Alexander Golbraikh, Denis Fourches, Alexander Tropsha

Conserved coronavirus proteins as targets of broad-spectrum antivirals

Antiviral Research(2022)10.1016/j.antiviral.2022.105360

N/A

0DataRank · unranked

38 citations

Tesia Bobrowski, Holli‐Joi Martin, Zoe L. Sessions, Konstantin I. Popov, Nathaniel J. Moorman +4 more

Allosteric Binders of ACE2 Are Promising Anti-SARS-CoV-2 Agents

ACS Pharmacology & Translational Science(2022)10.1021/acsptsci.2c00049

N/A

0DataRank · unranked

23 citations

Sankalp Jain, Cleber C. Melo‐Filho, Zoe L. Sessions, Tesia Bobrowski, Jun Choe +10 more

PreS/MD: Predictor of Sensitization Hazard for Chemical Substances Released From Medical Devices

Toxicological Sciences(2022)10.1093/toxsci/kfac078

N/A

0DataRank · unranked

10 citations

Joyce Villa Verde Bastos Borba, Rodolpho C. Braga, Daniel Korn, Nicole Kleinstreuer, Kevin Causey +4 more

Praemonitus praemunitus : can we forecast and prepare for future viral disease outbreaks?

(2022)10.22541/au.166490960.04750244/v1

N/A

0DataRank · unranked

3 citations

Tesia Bobrowski, Holli-Joi Martin, Jon-Michael T. Beasley, Aneri Kothari, Trevor Phares +7 more

PreSS/MD: Predictor of Skin Sensitization Caused by Chemicals Leaching from Medical Devices

ChemRxiv(2022)10.26434/chemrxiv-2022-z53kg

N/A

0DataRank · unranked

0 citations

Vinícius M. Alves, Rodolpho C. Braga, Daniel Korn, Nicole Kleinstreuer, Kevin Causey +4 more

TEXT MINING OF THE PEOPLE’S PHARMACY RADIO SHOW TRANSCRIPTS CAN IDENTIFY NOVEL DRUG REPURPOSING HYPOTHESES

medRxiv(2022)10.1101/2022.02.02.22270107

N/A

0DataRank · unranked

0 citations

Jon-Michael Beasley, Daniel Korn, Saad Mohammad Abrar, Cleber C. Melo‐Filho, Eugene Muratov +5 more

Novel Pharmacokinetics Profiler (PhaKinPro): Model Development, Validation, and Implementation as a Web-Tool for Triaging Compounds with Undesired PK Profiles

ChemRxiv(2023)10.26434/chemrxiv-2023-rnc4l

N/A

0DataRank · unranked

3 citations

James Wellnitz, Holli‐Joi Martin, Cleber C. Melo‐Filho, Joshua E. Hochuli, Guilherme Martins Silva +10 more

STOPLIGHT: A Hit Scoring Calculator

ChemRxiv(2023)10.26434/chemrxiv-2023-8x112

N/A

0DataRank · unranked

3 citations

Holli‐Joi Martin, Mohammad Alamgir Hossain, Marielle Rath, Colton Fox, Konstantin I. Popov +4 more

Eugene Muratov

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