Predicting Elimination of Small-Molecule Drug Half-Life in Pharmacokinetics Using Ensemble and Consensus Machine Learning Methods-Reference-Cited by-同舟云学术

Predicting Elimination of Small-Molecule Drug Half-Life in Pharmacokinetics Using Ensemble and Consensus Machine Learning Methods

Published:2024-04-02 Issue:8 Volume:64 Page:3080-3092
ISSN:1549-9596
Container-title:Journal of Chemical Information and Modeling
language:en
Short-container-title:J. Chem. Inf. Model.

Author:

Fan Jianing¹²^ORCID,Shi Shaohua³^ORCID,Xiang Hong⁴,Fu Li⁵,Duan Yanjing⁵^ORCID,Cao Dongsheng⁵⁶⁷^ORCID,Lu Hongwei¹²⁴

Affiliation:

1. Health Management Center, Third Xiangya Hospital of Central South University, Changsha, Hunan 410013, P. R. China

2. Department of Cardiology, Third Xiangya Hospital of Central South University, Changsha, Hunan 410013, P. R. China

3. School of Chinese Medicine, Hong Kong Baptist University, Kowloon, Hong Kong 999077, P. R. China

4. Center for Experimental Medicine, Third Xiangya Hospital of Central South University, Changsha, Hunan 410013, P. R. China

5. Xiangya School of Pharmaceutical Sciences, Central South University, Changsha, Hunan 410013, P. R. China

6. Institute for Advancing Translational Medicine in Bone & Joint Diseases, School of Chinese Medicine, Hong Kong Baptist University, Kowloon, Hong Kong SAR 999077, P. R. China

7. Department of Pharmacy, Xiangya Hospital, Central South University, Changsha 410008, Hunan P. R. China

Funder

Natural Science Foundation of Hunan Province

National Key Research and Development Program of China

Science and Technology Program of Hunan Province

National Natural Science Foundation of China

Distinguished Young Scholar Foundation of Hunan Province

Guangdong Provincial Science and Technology Innovation Strategy Special Fund

Publisher

American Chemical Society (ACS)

Link

https://pubs.acs.org/doi/pdf/10.1021/acs.jcim.3c02030

Reference57 articles.

1. “Omics”-Informed Drug and Biomarker Discovery: Opportunities, Challenges and Future Perspectives

2. Natural Product Chemistry and Computer Aided Drug Design an Approach to Drug Discovery: A Review Article

3. ADMET in silico modelling: towards prediction paradise?

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