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GinDB-AI: An integrated ginsenoside database and AI-driven platform for multidimensional information and biological
Nguyen Doan Hieu Nguyen1, Vinoth Kumar Sangaraju1, Duong Thanh Tran1
1Department of Integrative Biotechnology, College of Biotechnology and Bioengineering, Sungkyunkwan University, Suwon, 16419, Gyeonggi-do, Republic of Korea.
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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.
