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Page 1
Puzzle out Machine Learning Model-Explaining Disintegration Process in ODTs.
Pharmaceutics. 2022 Apr 13;14(4):859. doi: 10.3390/pharmaceutics14040859.
Pharmaceutics. 2022.
PMID: 35456693
Free PMC article.
Do AutoML-Based QSAR Models Fulfill OECD Principles for Regulatory Assessment? A 5-HT1A Receptor Case.
Czub N, Pacławski A, Szlęk J, Mendyk A.
Czub N, et al.
Pharmaceutics. 2022 Jul 6;14(7):1415. doi: 10.3390/pharmaceutics14071415.
Pharmaceutics. 2022.
PMID: 35890310
Free PMC article.
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Curated Database and Preliminary AutoML QSAR Model for 5-HT1A Receptor.
Czub N, Pacławski A, Szlęk J, Mendyk A.
Czub N, et al.
Pharmaceutics. 2021 Oct 16;13(10):1711. doi: 10.3390/pharmaceutics13101711.
Pharmaceutics. 2021.
PMID: 34684004
Free PMC article.
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Artificial Intelligence-Based Quantitative Structure-Property Relationship Model for Predicting Human Intestinal Absorption of Compounds with Serotonergic Activity.
Czub N, Szlęk J, Pacławski A, Klimończyk K, Puccetti M, Mendyk A.
Czub N, et al.
Mol Pharm. 2023 May 1;20(5):2545-2555. doi: 10.1021/acs.molpharmaceut.2c01117. Epub 2023 Apr 18.
Mol Pharm. 2023.
PMID: 37070956
Free PMC article.
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Application of automated machine learning in the identification of multi-target-directed ligands blocking PDE4B, PDE8A, and TRPA1 with potential use in the treatment of asthma and COPD.
Gawalska A, Czub N, Sapa M, Kołaczkowski M, Bucki A, Mendyk A.
Gawalska A, et al. Among authors: czub n.
Mol Inform. 2023 Jul;42(7):e2200214. doi: 10.1002/minf.202200214. Epub 2023 Jun 16.
Mol Inform. 2023.
PMID: 37193653
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