Developing QSAR Models with Defined Applicability Domains on PPARγ Binding Affinity Using Large Data Sets and Machine Learning Algorithms

Author:

Wang Zhongyu1,Chen Jingwen1ORCID,Hong Huixiao2ORCID

Affiliation:

1. Key Laboratory of Industrial Ecology and Environmental Engineering (Ministry of Education), Dalian Key Laboratory on Chemicals Risk Control and Pollution Prevention Technology, School of Environmental Science and Technology, Dalian University of Technology, Dalian 116024, China

2. National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, Arkansas 72079, United States

Funder

Ministry of Science and Technology of the People's Republic of China

National Natural Science Foundation of China

Publisher

American Chemical Society (ACS)

Subject

Environmental Chemistry,General Chemistry

Reference83 articles.

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2. The Lancet Commission on pollution and health

3. Safeguarding human health in the Anthropocene epoch: report of The Rockefeller Foundation–Lancet Commission on planetary health

4. UNEP. Strategic approach to international chemicals management; United Nations Environment Programme, Geneva, 2006. http://www.saicm.org/Portals/12/Documents/saicmtexts/New%20SAICM%20Text%20with%20ICCM%20resolutions_E.pdf (accessed 2020-09-26)

5. UNEP/WHO. State of the science of endocrine disrupting chemicals - 2012; United Nations Environment Programme/World Health Organization (UNEP/WHO), Geneva, 2013. https://apps.who.int/iris/bitstream/handle/10665/78101/9789241505031_eng.pdf;jsessionid=EADB80EE47A2F463D64C01C2099DA4BA?sequence=1 (accessed 2020-09-26)

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