Quantitative Toxicity Prediction via Meta Ensembling of Multitask Deep Learning Models

[Image: see text] Toxicity prediction using quantitative structure–activity relationship has achieved significant progress in recent years. However, most existing machine learning methods in toxicity prediction utilize only one type of feature representation and one type of neural network, which ess...

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Bibliografiske detaljer
Udgivet i:ACS Omega
Main Authors: Karim, Abdul, Riahi, Vahid, Mishra, Avinash, Newton, M. A. Hakim, Dehzangi, Abdollah, Balle, Thomas, Sattar, Abdul
Format: Artigo
Sprog:Inglês
Udgivet: American Chemical Society 2021
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8154128/
https://ncbi.nlm.nih.gov/pubmed/34056383
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1021/acsomega.1c01247
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