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Modelling compound cytotoxicity using conformal prediction and PubChem HTS data

The assessment of compound cytotoxicity is an important part of the drug discovery process. Accurate predictions of cytotoxicity have the potential to expedite decision making and save considerable time and effort. In this work we apply class conditional conformal prediction to model the cytotoxicit...

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Bibliografske podrobnosti
izdano v:Toxicol Res (Camb)
Main Authors: Svensson, Fredrik, Norinder, Ulf, Bender, Andreas
Format: Artigo
Jezik:Inglês
Izdano: Royal Society of Chemistry 2016
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC6061930/
https://ncbi.nlm.nih.gov/pubmed/30090478
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1039/c6tx00252h
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