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Nikolay Filippovich Savchuk

Researcher at University of Maryland, College Park

Publications -  97
Citations -  1384

Nikolay Filippovich Savchuk is an academic researcher from University of Maryland, College Park. The author has contributed to research in topics: Alkyl & Substituent. The author has an hindex of 20, co-authored 95 publications receiving 1216 citations.

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In silico approaches to prediction of aqueous and DMSO solubility of drug-like compounds: trends, problems and solutions.

TL;DR: A critical discussion of in silico models for the prediction of DMSO and water solubility of drug-like compounds used for virtual screening and main tendencies in the field, "booming" approaches and unsolved problems are provided.
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Insights for human ether-a-go-go-related gene potassium channel inhibition using recursive partitioning and Kohonen and Sammon mapping techniques.

TL;DR: This study illustrates that patch clamping data from various literature sources can be combined to generate valid models of hERG inhibition for prospective predictions, and the Sammon map model provided the best qualitative classification of the test set compared with the Kohonen map model, and was superior to the consensus approach.
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Modeling of human cytochrome p450-mediated drug metabolism using unsupervised machine learning approach.

TL;DR: A computational algorithm for evaluating the possibility of cytochrome P450-mediated metabolic transformations that xenobiotics molecules undergo in the human body and built a nonlinear quantitative structure-metabolism relationships (QSMR) model based on Kohonen self-organizing maps (SOM).
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Property-Based Design of GPCR-Targeted Library

TL;DR: The method enables efficient qualification or disqualification of a molecule as a potential GPCR ligand and represents a useful tool for constraining the size of G PCR-targeted libraries that will help speed up the development of new GPCC-active drugs.