Data considerations for predictive modeling applied to the discovery of bioactive natural products

• Main Authors: Xue, Hai Tao, Stanley-Baker, Michael, Kong, Adams Wai Kin, Li, Hoi Leung, Goh, Wilson Wen Bin
• Other Authors: School of Biological Sciences
• Format: Article
• Language: English
• Published: 2022
• Subjects: Science::Biological sciences; Artificial Intelligence; Data Integration
• Online Access: https://hdl.handle.net/10356/161541
• Institution: Nanyang Technological University

Natural products (NPs) constitute a large reserve of bioactive compounds useful for drug development. Recent advances in high-throughput technologies facilitate functional analysis of therapeutic effects and NP-based drug discovery. However, the large amount of generated data is complex and difficul...