In silico prediction of the full United Nations Globally Harmonized System eye irritation categories of liquid chemicals by IATA-like bottom-up approach of random forest method

Autor:	Donghwan Lee, Boram Jeong, Kyung Min Lim, Doo-Hyeon Lim, Yeonsoo Kang
Rok vydání:	2021
Předmět:	Computer science business.industry Health Toxicology and Mutagenesis In silico Eye irritation Artificial intelligence Toxicology Machine learning computer.software_genre business computer hormones hormone substitutes and hormone antagonists Random forest
Zdroj:	Journal of Toxicology and Environmental Health, Part A. 84:960-972
ISSN:	1087-2620 1528-7394
DOI:	10.1080/15287394.2021.1956661
Popis:	As an alternative to in vivo Draize rabbit eye irritation test, this study aimed to construct an in silico model to predict the complete United Nations (UN) Globally Harmonized System (GHS) for cla...
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::bf7f1ff1072ef64144c14763e335d7d7 https://doi.org/10.1080/15287394.2021.1956661 Zobrazit plný text záznamu