Applications of machine learning in microbial natural product drug discovery-Reference-Cited by-同舟云学术

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Applications of machine learning in microbial natural product drug discovery

Published:2023-08-31 Issue:11 Volume:18 Page:1259-1272
ISSN:1746-0441
Container-title:Expert Opinion on Drug Discovery
language:en
Short-container-title:Expert Opinion on Drug Discovery

Author:

Arnold Autumn¹²³,Alexander Jeremie¹²³,Liu Gary¹²³,Stokes Jonathan M.¹²³

Affiliation:

1. Department of Biochemistry and Biomedical Sciences, McMaster University, Hamilton, OntarioCanada

2. Michael G. DeGroote Institute for Infectious Disease Research, McMaster University, Hamilton,Ontario, Canada

3. David Braley Centre for Antibiotic Discovery, McMaster University, Hamilton, Ontario Canada

Funder

David Braley Centre for Antibiotic Discovery

Natural Sciences and Engineering Research Council of Canada

Weston Family Foundation

Publisher

Informa UK Limited

Subject

Drug Discovery

Link

https://www.tandfonline.com/doi/pdf/10.1080/17460441.2023.2251400

Reference127 articles.

1. Natural Products as Sources of New Drugs over the Nearly Four Decades from 01/1981 to 09/2019

2. Antibiotic discovery: history, methods and perspectives

3. Unlocking the potential of natural products in drug discovery

4. Natural products in drug discovery: advances and opportunities

5. Molecular Understanding and Modern Application of Traditional Medicines: Triumphs and Trials

Cited by 3 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Machine learning in preclinical drug discovery;Nature Chemical Biology;2024-07-19

2. Spatial multi-omics in medicinal plants: from biosynthesis pathways to industrial applications;Trends in Plant Science;2024-05

3. Leveraging artificial intelligence (AI) and machine learning (ML) for enhanced drug discovery and development from microbes;Methods in Microbiology;2024

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