GinDB-AI: An integrated ginsenoside database and AI-driven platform for multidimensional information and biological activity prediction

Available online 4 February 2026, 100986

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GinDB is a comprehensive database containing 753 standardized ginsenosides with curated and corrected data from 1963-2024. 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.

Graphical abstract