Polishchuk Pavlo Ph.D., M.Sc.

Polishchuk Pavlo Ph.D., M.Sc.'s picture
Phone: +420 585632298
Curriculum Vitae: download

Chemoinformatician involved mainly in medicinal chemistry projects devoted to development of new drugs. Author of approaches of representation of chemical compounds, their mixtures, quasi-mixtures and chemical reactions for modeling purposes and universal approach of interpretation of QSAR models to retrieve SAR knowledge. Developer of several open-source software tools for QSAR modeling. Author of 4 book chapters and 40 journal papers.

Research interests: Medicinal and bioorganic chemistry, molecular and drug design, chemoinformatics, machine-learning and data mining, programming.

Web-site: http://qsar4u.com


Publications (Impact Factor Journals):

  • [7]
    MATVEIEVA, M., M. CRONIN a P. POLISHCHUK. Interpretation of QSAR Models: Mining Structural Patterns Taking into Account Molecular Context. Molecular Informatics. 2018, -, -. ISSN 1868-1743. IF: 1.955. PMID: 30346106
  • [6]
    POLISHCHUK, P. Interpretation of Quantitative Structure-Activity Relationship Models: Past, Present, and Future. Journal of Chemical Information and Modeling. 2017, 57(11), 2618-2639. ISSN 1549-9596. IF: 3.760. PMID: 28949520
  • [5]
    POLISHCHUK, P., T. MADZHIDOV, T. GIMADIEV, A. BODROV, R. NUGMANOV a A. VARNEK. Structure-reactivity modeling using mixture-based representation of chemical reactions. Journal of Computer-aided Molecular Design. 2017, 31(9), 829-839. ISSN 0920-654X. IF: 3.028. PMID: 28752345
  • [4]
    KLIMENKO, K., S. LYAHKOV, M. SHIBINSKAYA, A. KARPENKO, G. MARCOU, D. HORVATH, M. ZENKOVA, E. GONCHAROVA, R. AMIRKHANOV, A. KRYSKO, S. ANDRONATI, I. LEVANDOVSKIY, P. POLISHCHUK, V. KUZMIN a A. VARNEK. Virtual screening, synthesis and biological evaluation of DNA intercalating antiviral agents. Bioorganic & Medicinal Chemistry Letters. 2017, 27(16), 3915-3919. ISSN 0960-894X. IF: 2.454. PMID: 28666733
  • [3]
    POLISHCHUK, P., O. TINKOV, T. KHRISTOVA, L. OGNICHENKO, A. KOSINSKAYA, A. VARNEK a V. KUZMIN. Structural and Physico-Chemical Interpretation (SPCI) of QSAR Models and Its Comparison with Matched Molecular Pair Analysis. Journal of Chemical Information and Modeling. 2016, -(-), -. ISSN 1549-9596. IF: 3.760. PMID: 27419846
  • [2]
    KLIMENKO, K., V. KUZMIN, L. OGNICHENKO, L. GORB, M. SHUKLA, N. VINAS, E. PERKINS, P. POLISHCHUK, A. ARTEMENKO a J. LESZCZYNSKI. Novel enhanced applications of QSPR models: Temperature dependence of aqueous solubility. Journal of Computational Chemistry. 2016, 37(22), 2045-2051. ISSN 0192-8651 . IF: 3.229. PMID: 27338156
  • [1]
    KRYSKO, A., A. KORNYLOV, P. POLISHCHUK, G. SAMOYLENKO, O. KRYSKO, T. KABANOVA, V. KRAVTSOV, V. KABANOV, B. WICHER a S. ANDRONATI. Synthesis, biological evaluation and molecular docking studies of 2-piperazin-1-yl-quinazolines as platelet aggregation inhibitors and ligands of integrin alpha(IIb)beta(3). Bioorganic and Medicinal Chemistry Letters. 2016, 26(7), 1839-1843. ISSN 0960-894X. IF: 2.454. PMID: 26912112

Publications (Other Reviewed Journals):

  • [1]
    MOKSHYNA, E., P. POLISHCHUK, V. NEDOSTUP a V. KUZMIN. QSPR-Modeling for the Second Virial Cross-Coefficients of Binary Organic Mixtures. International Journal of Quantitative Structure-Property Relationships. 2016, 2016(1), 72-84. ISSN 2379-7487.

Book Chapters:

  • [1]
    POLISHCHUK, P., E. MOKSHYNA, A. KOSINSKAYA, A. MUATS, M. KULINSKY, O. TINKOV, L. OGNICHENKO, T. KHRISTOVA, A. ARTEMENKO a V. KUZMIN. Structural, Physicochemical and Stereochemical Interpretation of QSAR Models Based on Simplex Representation of Molecular Structure. In: Advances in QSAR Modeling: Applications in Pharmaceutical, Chemical, Food, Agricultural and Environmental Sciences. 1st. -: Springer International Publishing, 2018. Kapitola 4, s. 107-147. ISBN: 978-3-319-56849-2.

Doctoral students mentor:

[1] Mariia Matveieva, Automatic mining of relationships between structure and activity in chemical databases,
Ph.D. specialization: Pediatrics, status: Ongoing, from: 2016


Master students mentor:

[1] Dávid Švec, Data-driven optimization of compound properties and exploration of a chemical space,
status: Ongoing, from: 2016