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GinDB-AI: An integrated ginsenoside database and AI-driven platform for multidimensional information and biological activity prediction
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0초록
GinDB is a comprehensive database containing 753 standardized ginsenosides with curated and corrected data from 1963 to 2024. Integrated with GinDB-AI, a deep learning module for predicting bioactivity and physicochemical properties, the platform enables rapid structure-activity analysis and visualization. The freely accessible resource accelerates ginsenoside-based drug discovery and natural product research.
키워드
Biological functions; Deep learning; Ginseng database; Physicochemical properties
- 제목
- GinDB-AI: An integrated ginsenoside database and AI-driven platform for multidimensional information and biological activity prediction
- 저자
- Nguyen, Nguyen Doan Hieu; Sangaraju, Vinoth Kumar; Tran, Duong Thanh; Pham, Nhat Truong; Cho, Jae Youl; Manavalan, Balachandran
- 발행일
- 2026-05
- 유형
- Article
- 권
- 50
- 호
- 3