Petr Smirnov

According to our database, Petr Smirnov authored at least 20 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

PharmacoDB 2.0: improving scalability and transparency of <i>in vitro</i> pharmacogenomics analysis.

Nikta Feizi, Sisira Kadambat Nair, Petr Smirnov, Gangesh Beri, Christopher Eeles, Parinaz Nasr Esfahani, Minoru Nakano, Denis Tkachuk, Anthony Mammoliti, Evgeniya Gorobets, Arvind Singh Mer, Eva Lin, Yihong Yu, Scott Martin, Marc Hafner, Benjamin Haibe-Kains

Nucleic Acids Res., 2022

FastCPH: Efficient Survival Analysis for Neural Networks.

Xuelin Yang, Louis Abraham, Sejin Kim, Petr Smirnov, Feng Ruan, Benjamin Haibe-Kains, Robert Tibshirani

CoRR, 2022

Evaluation of statistical approaches for association testing in noisy drug screening data.

Petr Smirnov, Ian Smith, Zhaleh Safikhani, Wail Ba-alawi, Farnoosh Khodakarami, Eva Lin, Yihong Yu, Scott Martin, Janosch Ortmann, Tero Aittokallio, Marc Hafner, Benjamin Haibe-Kains

BMC Bioinform., 2022

Tight Bounds for Tseitin Formulas.

Dmitry Itsykson, Artur Riazanov, Petr Smirnov

Proceedings of the 25th International Conference on Theory and Applications of Satisfiability Testing, 2022

2021

Correction to: Near-Optimal Lower Bounds on Regular Resolution Refutations of Tseitin Formulas for All Constant-Degree Graphs.

Dmitry Itsykson, Artur Riazanov, Danil Sagunov, Petr Smirnov

Comput. Complex., 2021

Near-Optimal Lower Bounds on Regular Resolution Refutations of Tseitin Formulas for All Constant-Degree Graphs.

Dmitry Itsykson, Artur Riazanov, Danil Sagunov, Petr Smirnov

Comput. Complex., 2021

Drug sensitivity prediction from cell line-based pharmacogenomics data: guidelines for developing machine learning models.

Hossein Sharifi-Noghabi, Soheil Jahangiri-Tazehkand, Petr Smirnov, Casey Hon, Anthony Mammoliti, Sisira Kadambat Nair, Arvind Singh Mer, Martin Ester, Benjamin Haibe-Kains

Briefings Bioinform., 2021

Dedicated Payload Stabilization System in a Service Robot for Catering.

Petr Smirnov, Artem Kovalev

Proceedings of the Interactive Collaborative Robotics - 6th International Conference, 2021

2020

ToxicoDB: an integrated database to mine and visualize large-scale toxicogenomic datasets.

Sisira Kadambat Nair, Christopher Eeles, Chantal Ho, Gangesh Beri, Esther Yoo, Denis Tkachuk, Amy Tang, Parwaiz Nijrabi, Petr Smirnov, Heewon Seo, Danyel Jennen, Benjamin Haibe-Kains

Nucleic Acids Res., 2020

2019

Almost Tight Lower Bounds on Regular Resolution Refutations of Tseitin Formulas for All Constant-Degree Graphs.

Dmitry Itsykson, Artur Riazanov, Danil Sagunov, Petr Smirnov

Electron. Colloquium Comput. Complex., 2019

Reducing Adversarial Example Transferability Using Gradient Regularization.

George Adam, Petr Smirnov, Benjamin Haibe-Kains, Anna Goldenberg

CoRR, 2019

Dr.VAE: improving drug response prediction via modeling of drug perturbation effects.

Ladislav Rampásek, Daniel Hidru, Petr Smirnov, Benjamin Haibe-Kains, Anna Goldenberg

Bioinform., 2019

Connecting Gripping Mechanism Based on Iris Diaphragm for Modular Autonomous Robots.

Nikita Pavliuk, Petr Smirnov, Artem Kondratkov, Andrey Ronzhin

Proceedings of the Interactive Collaborative Robotics - 4th International Conference, 2019

Wireless Power Transmission System Based on Coreless Coils for Resource Reallocation Within Robot Group.

Konstantin Krestovnikov, Ekaterina Cherskikh, Petr Smirnov

Proceedings of the Interactive Collaborative Robotics - 4th International Conference, 2019

Machine Learning for Biomarker Discovery in Cancer Pharmacogenomics Data.

Arvind Singh Mer, Petr Smirnov, Benjamin Haibe-Kains

Proceedings of the 10th ACM International Conference on Bioinformatics, 2019

2018

PharmacoDB: an integrative database for mining in vitro anticancer drug screening studies.

Petr Smirnov, Victor Kofia, Alexander Maru, Mark Freeman, Chantal Ho, Nehme El-Hachem, George-Alexandru Adam, Wail Ba-alawi, Zhaleh Safikhani, Benjamin Haibe-Kains

Nucleic Acids Res., 2018

Tissue specificity of in vitro drug sensitivity.

Fupan Yao, Seyed Ali Madani Tonekaboni, Zhaleh Safikhani, Petr Smirnov, Nehme El-Hachem, Mark Freeman, Venkata Satya Kumar Manem, Benjamin Haibe-Kains

J. Am. Medical Informatics Assoc., 2018

Stochastic Combinatorial Ensembles for Defending Against Adversarial Examples.

George-Alexandru Adam, Petr Smirnov, Anna Goldenberg, David Duvenaud, Benjamin Haibe-Kains

CoRR, 2018

2016

Safikhani <i>et al</i>. reply.

Zhaleh Safikhani, Nehme Hachem, Petr Smirnov, Mark Freeman, Anna Goldenberg, Nicolai J. Birkbak, Andrew H. Beck, Hugo J. W. L. Aerts, John Quackenbush, Benjamin Haibe-Kains

Nat., 2016

PharmacoGx: an R package for analysis of large pharmacogenomic datasets.

Petr Smirnov, Zhaleh Safikhani, Nehme Hachem, Dong Wang, Adrian She, Catharina Olsen, Mark Freeman, Heather Marie Selby, Deena M. A. Gendoo, Patrick Grossmann, Andrew H. Beck, Hugo J. W. L. Aerts, Mathieu Lupien, Anna Goldenberg, Benjamin Haibe-Kains

Bioinform., 2016