Alexander Tropsha
1987–2026 年に発表
- 254
- 論文数
- 33,255
- 被引用数
- 83
- h 指数
- 209
- i10 指数
被引用数
引用元
国・地域
機関
分野
- Computer Science54.1%
- Biochemistry, Genetics and Molecular Biology12.5%
- Medicine10.2%
- Materials Science7.5%
- Chemistry4%
- Environmental Science2.3%
- その他9.4%
トピック
- Computational Drug Discovery Methods23.4%
- Machine Learning in Materials Science6.1%
- Protein Structure and Dynamics3.3%
- Analytical Chemistry and Chromatography2.5%
- Metabolomics and Mass Spectrometry Studies2.4%
- Synthesis and biological activity2.4%
- その他59.9%
共著者
- Eugene Muratov45
- Denis Fourches40
- Alexander Golbraikh34
- Vinícius M. Alves34
- Carolina Horta Andrade19
- Eugene N. Muratov19
- Alexander Sedykh16
- Stephen J. Capuzzi16
- Hao Zhu15
- Ivan Rusyn15
- Artem Cherkasov13
- Olexandr Isayev13
- Chris Bizon12
- Cleber C. Melo‐Filho12
- Rada Chirkova12
- Weifan Zheng12
- Daniel Korn11
- Alexey Zakharov10
- James Wellnitz10
- Nicole Kleinstreuer10
- Rodolpho C. Braga10
- Alexandre Varnek9
- Charles Schmitt9
- Konstantin I. Popov9
全論文
- Deep Reinforcement Learning for De-Novo Drug Design
著者: Mariya Popova, Olexandr Isayev, Alexander Tropsha - Science Advances 2018 被引用: 1,149
- QSAR Modeling: Where Have You Been? Where Are You Going To?
著者: Artem Cherkasov, Eugene Muratov, Denis Fourches, Alexandre Varnek, Igor I. Baskin, M Cronin, John C. Dearden, Paola Gramatica, Yvonne C. Martin, Roberto Todeschini, Viviana Consonni, V. Е. Kuz’min, Richard D. Cramer, Romualdo Benigni, Chihae Yang, James F. Rathman, Lothar Terfloth, Johann Gasteiger, Ann Richard, Alexander Tropsha - Journal of Medicinal Chemistry 2013 被引用: 2,073
- Best Practices for QSAR Model Development, Validation, and Exploitation
著者: Alexander Tropsha - Molecular Informatics 2010 被引用: 1,947
- QSAR without borders
著者: Eugene Muratov, Jürgen Bajorath, Robert P. Sheridan, Igor V. Tetko, Dmitry Filimonov, Vladimir Poroikov, Tudor I. Oprea, Igor I. Baskin, Alexandre Varnek, Adrián E. Roitberg, Olexandr Isayev, Stefano Curtalolo, Denis Fourches, Yoram Cohen, Alán Aspuru‐Guzik, David A. Winkler, Dimitris K. Agrafiotis, Artem Cherkasov, Alexander Tropsha - Chemical Society Reviews 2020 被引用: 852
- Integrating QSAR modelling and deep learning in drug discovery: the emergence of deep QSAR
著者: Alexander Tropsha, Olexandr Isayev, Alexandre Varnek, Gisbert Schneider, Artem Cherkasov - Nature Reviews Drug Discovery 2023 被引用: 336
- Beware of q2!
著者: Alexander Golbraikh, Alexander Tropsha - Journal of Molecular Graphics and Modelling 2002 被引用: 3,688
- The transformational role of GPU computing and deep learning in drug discovery
著者: Mohit Pandey, Michael Fernández, Francesco Gentile, Olexandr Isayev, Alexander Tropsha, Abraham C. Stern, Artem Cherkasov - Nature Machine Intelligence, Nat. Mach. Intell. 2022 被引用: 260
- Trust, But Verify: On the Importance of Chemical Structure Curation in Cheminformatics and QSAR Modeling Research
著者: Denis Fourches, Eugene N. Muratov, Alexander Tropsha - Journal of Chemical Information and Modeling, J. Chem. Inf. Model. 2010 被引用: 807
- The Importance of Being Earnest: Validation is the Absolute Essential for Successful Application and Interpretation of QSPR Models
著者: Alexander Tropsha, Paola Gramatica, Vijay K. Gombar - QSAR & Combinatorial Science 2003 被引用: 2,154
- STopTox: An in Silico Alternative to Animal Testing for Acute Systemic and Topical Toxicity
著者: Joyce Villa Verde Bastos Borba, Vinícius M. Alves, Rodolpho C. Braga, Daniel Korn, Kirsten E. Overdahl, Arthur C. Silva, Steven U.S. Hall, Erik Overdahl, Nicole Kleinstreuer, Judy Strickland, David Allen, Carolina Horta Andrade, Eugene Muratov, Alexander Tropsha - Environmental Health Perspectives 2022 被引用: 191
- Generative and reinforcement learning approaches for the automated de novo design of bioactive compounds
著者: Maria Korshunova, Niles Huang, Stephen J. Capuzzi, Dmytro S. Radchenko, Olena Savych, Yuriy S. Moroz, Carrow I. Wells, Timothy M. Willson, Alexander Tropsha, Olexandr Isayev - Communications Chemistry 2022 被引用: 104
- Beware of R2: Simple, Unambiguous Assessment of the Prediction Accuracy of QSAR and QSPR Models
著者: David Alexánder, Alexander Tropsha, David A. Winkler - Journal of Chemical Information and Modeling, J. Chem. Inf. Model. 2015 被引用: 736
- Pred‐hERG: A Novel web‐Accessible Computational Tool for Predicting Cardiac Toxicity
著者: Rodolpho C. Braga, Vinícius M. Alves, Meryck Felipe Brito da Silva, Eugene Muratov, Denis Fourches, Luciano M. Lião, Alexander Tropsha, Carolina Horta Andrade - Molecular Informatics 2015 被引用: 253
- Universal fragment descriptors for predicting properties of inorganic crystals
著者: Olexandr Isayev, Corey Oses, Cormac Toher, Eric Gossett, Stefano Curtarolo, Alexander Tropsha - Nature Communications 2017 被引用: 665
- Predictive QSAR Modeling Workflow, Model Applicability Domains, and Virtual Screening
著者: Alexander Tropsha, Alexander Golbraikh - Current Pharmaceutical Design 2007 被引用: 477
- Trust, but Verify II: A Practical Guide to Chemogenomics Data Curation
著者: Denis Fourches, Eugene N. Muratov, Alexander Tropsha - Journal of Chemical Information and Modeling, J. Chem. Inf. Model. 2016 被引用: 296
- Critical Assessment of QSAR Models of Environmental Toxicity against Tetrahymena pyriformis: Focusing on Applicability Domain and Overfitting by Variable Selection
著者: Igor V. Tetko, Iurii Sushko, Anil Kumar Pandey, Hao Zhu, Alexander Tropsha, Ester Papa, Tomas Öberg, Roberto Todeschini, Denis Fourches, Alexandre Varnek - Journal of Chemical Information and Modeling, J. Chem. Inf. Model. 2008 被引用: 412
- Large-Scale Modeling of Multispecies Acute Toxicity End Points Using Consensus of Multitask Deep Learning Methods
著者: Sankalp Jain, Vishal B. Siramshetty, Vinicius M. Alves, Eugene N. Muratov, Nicole C. Kleinstreuer, Alexander Tropsha, Marc C. Nicklaus, Anton Simeonov, Alexey V. Zakharov - Journal of Chemical Information and Modeling, J. Chem. Inf. Model. 2021 被引用: 100
- CATMoS: Collaborative Acute Toxicity Modeling Suite
著者: Kamel Mansouri, Agnes L. Karmaus, Jeremy Fitzpatrick, Grace Patlewicz, Prachi Pradeep, Domenico Alberga, Nathalie Alépée, Timothy E. H. Allen, Dave Allen, Vinícius M. Alves, Carolina Horta Andrade, Tyler R. Auernhammer, Davide Ballabio, Shannon Bell, Emilio Benfenati, Sudin Bhattacharya, Joyce V. Bastos, Stephen A. Boyd, J.B. Brown, Stephen J. Capuzzi, Yaroslav Chushak, Heather L. Ciallella, Alex M. Clark, Viviana Consonni, Pankaj Daga, Sean Ekins, Sherif S. Farag, Maxim V. Fedorov, Denis Fourches, Domenico Gadaleta, Feng Gao, Jeffery M. Gearhart, Garett Goh, Jonathan M. Goodman, Francesca Grisoni, Chris Grulke, Thomas Härtung, Matthew Hirn, Pavel Karpov, Alexandru Korotcov, Giovanna J. Lavado, Michael S. Lawless, Xinhao Li, Thomas Luechtefeld, Filippo Lunghini, Giuseppe Felice Mangiatordi, Gilles Marcou, Dan H. Marsh, Todd M. Martin, Andrea Mauri, Eugene Muratov, Glenn J. Myatt, Ðắc-Trung Nguyễn, Orazio Nicolotti, Reine Note, Paritosh Pande, Amanda K. Parks, Tyler Peryea, Ahsan Habib Polash, Robert Ralló, Alessandra Roncaglioni, Craig Rowlands, Patricia Ruiz, Daniel P. Russo, Ahmed E Sayed, Risa Sayre, Timothy Sheils, Charles Siegel, Arthur C. Silva, Anton Simeonov, Sergey Sosnin, Noel Southall, Judy Strickland, Yun Tang, Brian J. Teppen, Igor V. Tetko, Dennis Thomas, Valery Tkachenko, Roberto Todeschini, Cosimo Toma, Ignacio J. Tripodi, Daniela Trisciuzzi, Alexander Tropsha, Alexandre Varnek, Kristijan Vuković, Zhongyu Wang, Liguo Wang, Katrina M. Waters, Andrew J. Wedlake, Sanjeeva J. Wijeyesakere, Dan Wilson, Zijun Xiao, Hongbin Yang, Gergely Zahoránszky-Köhalmi, Alexey Zakharov, Fagen F. Zhang, Zhen Zhang, Tongan Zhao, Hao Zhu, Kimberley M. Zorn ほか 2 名 - Environmental Health Perspectives 2021 被引用: 141
- Chemical Basis of Interactions Between Engineered Nanoparticles and Biological Systems
著者: Qingxin Mu, Guibin Jiang, Lingxin Chen, Hongyu Zhou, Denis Fourches, Alexander Tropsha, Bing Yan - Chemical Reviews 2014 被引用: 651
- CERAPP: Collaborative Estrogen Receptor Activity Prediction Project
著者: Kamel Mansouri, Ahmed Abdelaziz, Aleksandra Rybacka, Alessandra Roncaglioni, Alexander Tropsha, Alexandre Varnek, Alexey Zakharov, Andrew Worth, Ann M. Richard, Chris Grulke, Daniela Trisciuzzi, Denis Fourches, Dragos Horvath, Emilio Benfenati, Eugene Muratov, Eva Bay Wedebye, Francesca Grisoni, Giuseppe Felice Mangiatordi, Giuseppina Maria Incisivo, Huixiao Hong, Hui Wen Ng, Igor V. Tetko, Ilya A. Balabin, Jayaram Kancherla, Jie Shen, J. S. Burton, Marc C. Nicklaus, Matteo Cassotti, Nikolai Georgiev Nikolov, Orazio Nicolotti, Patrik L. Andersson, Qingda Zang, Regina Politi, Richard D. Beger, Roberto Todeschini, Ruili Huang, Sherif S. Farag, Sine Abildgaard Rosenberg, Svetoslav Slavov, Xin Hu, Richard Judson - Environmental Health Perspectives 2016 被引用: 372
- Does Rational Selection of Training and Test Sets Improve the Outcome of QSAR Modeling?
著者: Todd M. Martin, Paul Harten, Douglas M. Young, Eugene N. Muratov, Alexander Golbraikh, Hao Zhu, Alexander Tropsha - Journal of Chemical Information and Modeling, J. Chem. Inf. Model. 2012 被引用: 325
- CoMPARA: Collaborative Modeling Project for Androgen Receptor Activity
著者: Kamel Mansouri, Nicole Kleinstreuer, Ahmed M. Abdelaziz, Domenico Alberga, Vinícius M. Alves, Patrik L. Andersson, Carolina Horta Andrade, Fang Bai, Ilya A. Balabin, Davide Ballabio, Emilio Benfenati, Barun Bhhatarai, Scott Boyer, Jingwen Chen, Viviana Consonni, Sherif S. Farag, Denis Fourches, Alfonso T. García‐Sosa, Paola Gramatica, Francesca Grisoni, Chris Grulke, Huixiao Hong, Dragos Horvath, Xin Hu, Ruili Huang, Nina Jeliazkova, Jiazhong Li, Xuehua Li, Huanxiang Liu, Serena Manganelli, Giuseppe Felice Mangiatordi, Uko Maran, Gilles Marcou, Todd M. Martin, Eugene Muratov, Ðắc-Trung Nguyễn, Orazio Nicolotti, Nikolai Georgiev Nikolov, Ulf Norinder, Ester Papa, Michel Petitjean, Geven Piir, Pavel V. Pogodin, Vladimir Poroikov, Xianliang Qiao, Ann M. Richard, Alessandra Roncaglioni, Patricia Ruiz, Chetan Rupakheti, Sugunadevi Sakkiah, Alessandro Sangion, Karl‐Werner Schramm, Chandrabose Selvaraj, Imran Shah, Sulev Sild, Lixia Sun, Olivier Taboureau, Yun Tang, Igor V. Tetko, Roberto Todeschini, Weida Tong, Daniela Trisciuzzi, Alexander Tropsha, George A. Van Den Driessche, Alexandre Varnek, Zhongyu Wang, Eva Bay Wedebye, Antony Williams, Hong‐Bin Xie, Alexey Zakharov, Ziye Zheng, Richard Judson - Environmental Health Perspectives 2020 被引用: 214
- Rational selection of training and test sets for the development of validated QSAR models
著者: Alexander Golbraikh, Min Shen, Zhiyan Xiao, Yun-De Xiao, Kuo-Hsiung Lee, Alexander Tropsha - Journal of Computer-Aided Molecular Design, J. Comput. Aided Mol. Des. 2003 被引用: 715
