KnowTox: pipeline and case study for confident prediction of potential toxic effects of compounds in early phases of development

scientific article published on 14 April 2020

KnowTox: pipeline and case study for confident prediction of potential toxic effects of compounds in early phases of development is …
instance of (P31):
scholarly articleQ13442814

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P356DOI10.1186/S13321-020-00422-X
P932PMC publication ID7157991
P698PubMed publication ID33431007

P50authorAndrea MorgerQ86834181
Robert LandsiedelQ88172378
Miriam MatheaQ91531123
Janosch AchenbachQ102054956
Klaus-Juergen SchleiferQ102054957
Andrea VolkamerQ50731316
P2093author name stringAntje Wolf
Roland Buesen
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Deep Learning-Based Structure-Activity Relationship Modeling for Multi-Category Toxicity Classification: A Case Study of 10K Tox21 Chemicals With High-Throughput Cell-Based Androgen Receptor Bioassay DataQ92921137
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The hepatocarcinogenic conazoles: cyproconazole, epoxiconazole, and propiconazole induce a common set of toxicological and transcriptional responsesQ42721280
Reduced sensitizing capacity of epoxy resin systems: a structure-activity relationship studyQ43282085
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Applicability domain: towards a more formal definition.Q45949531
Effects of estrogen coadministration on epoxiconazole toxicity in rats.Q46319912
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P4510describes a project that usesscikit-learnQ1026367
P433issue1
P304page(s)24
P577publication date2020-04-14
P1433published inJournal of CheminformaticsQ6294930
P1476titleKnowTox: pipeline and case study for confident prediction of potential toxic effects of compounds in early phases of development
P478volume12

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cites work (P2860)
Q122615591Artificial intelligence for natural product drug discovery
Q114114408Identification of Potential Insect Growth Inhibitor against Aedes aegypti: A Bioinformatics Approach

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