Yurii Sushko
TitleCited byYear
Critical assessment of QSAR models of environmental toxicity against Tetrahymena pyriformis: focusing on applicability domain and overfitting by variable selection
IV Tetko, I Sushko, AK Pandey, H Zhu, A Tropsha, E Papa, T Oberg, ...
Journal of chemical information and modeling 48 (9), 1733-1746, 2008
2892008
Online chemical modeling environment (OCHEM): web platform for data storage, model development and publishing of chemical information
I Sushko, S Novotarskyi, R Körner, AK Pandey, M Rupp, W Teetz, ...
Journal of computer-aided molecular design 25 (6), 533-554, 2011
2452011
Applicability domains for classification problems: benchmarking of distance to models for Ames mutagenicity set
I Sushko, S Novotarskyi, R Körner, AK Pandey, A Cherkasov, J Li, ...
Journal of chemical information and modeling 50 (12), 2094-2111, 2010
1632010
ToxAlerts: a web server of structural alerts for toxic chemicals and compounds with potential adverse reactions
I Sushko, E Salmina, VA Potemkin, G Poda, IV Tetko
Journal of chemical information and modeling 52 (8), 2310-2316, 2012
1082012
Applicability domain for in silico models to achieve accuracy of experimental measurements
I Sushko, S Novotarskyi, R Körner, AK Pandey, VV Kovalishyn, ...
Journal of Chemometrics 24 (3‐4), 202-208, 2010
612010
How accurately can we predict the melting points of drug-like compounds?
IV Tetko, Y Sushko, S Novotarskyi, L Patiny, I Kondratov, AE Petrenko, ...
Journal of chemical information and modeling 54 (12), 3320-3329, 2014
442014
A comparison of different QSAR approaches to modeling CYP450 1A2 inhibition
S Novotarskyi, I Sushko, R Körner, AK Pandey, IV Tetko
Journal of chemical information and modeling 51 (6), 1271-1280, 2011
442011
Development of dimethyl sulfoxide solubility models using 163 000 molecules: using a domain applicability metric to select more reliable predictions
IV Tetko, S Novotarskyi, I Sushko, V Ivanov, AE Petrenko, R Dieden, ...
Journal of chemical information and modeling 53 (8), 1990-2000, 2013
352013
Prediction-driven matched molecular pairs to interpret QSARs and aid the molecular optimization process
Y Sushko, S Novotarskyi, R Körner, J Vogt, A Abdelaziz, IV Tetko
Journal of cheminformatics 6 (1), 48, 2014
322014
ToxCast EPA in Vitro to in Vivo Challenge: Insight into the Rank-I Model
S Novotarskyi, A Abdelaziz, Y Sushko, R Körner, J Vogt, IV Tetko
Chemical research in toxicology 29 (5), 768-775, 2016
142016
The QSPR-THESAURUS: the online platform of the CADASTER project
S Brandmaier, W Peijnenburg, MK Durjava, B Kolar, P Gramatica, E Papa, ...
Alternatives to Laboratory Animals 42 (1), 13-24, 2014
122014
From descriptors to predicted properties: Experimental design by using applicability domain estimation
S Brandmaier, S Novotarskyi, I Sushko, IV Tetko
Alternatives to Laboratory Animals 41 (1), 33-47, 2013
72013
Using online tool (iPrior) for modeling toxcast™ assays towards prioritization of animal toxicity testing
A Abdelaziz, Y Sushko, S Novotarskyi, R Korner, S Brandmaier, I V Tetko
Combinatorial chemistry & high throughput screening 18 (4), 420-438, 2015
62015
Applicability domain of QSAR models
I Sushko
Technische Universität München, 2011
52011
In silico p K a prediction
R Körner, I Sushko, S Novotarskyi, IV Tetko
Journal of cheminformatics 4 (1), P55, 2012
42012
Classification of CYP450 1A2 inhibitors using PubChem data
S Novotarskyi, I Sushko, R Körner, AK Pandey, I Tetko
Journal of cheminformatics 2 (1), P40, 2010
32010
OCHEM-on-line CHEmical database & modeling environment
S Novotarskyi, I Sushko, R Körner, AP Kumar, M Rupp, VV Prokopenko, ...
Journal of cheminformatics 2 (1), P5, 2010
32010
Chemogenomic approach to increase accuracy of QSAR modeling of inhibition activity against five major P450 isoforms
S Novotarskyi, I Sushko, R Koerner, IV Tetko
Journal of cheminformatics 5 (S1), P23, 2013
12013
QSAR modeling for In vitro assays: linking ToxCast™ database to the integrated modeling framework “OCHEM”
A Abdelaziz, I Sushko, W Teetz, R Körner, S Novotarskyi, IV Tetko
Journal of cheminformatics 4 (1), P62, 2012
12012
Collaborative QSAR analysis of Ames mutagenicity
E Muratov, D Fourches, A Artemenko, V Kuz'min, GY Zhao, A Golbraikh, ...
WASHINGTON, 2011
12011
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