Search Results for author: Haichuan Tan

Found 2 papers, 2 papers with code

From Theory to Therapy: Reframing SBDD Model Evaluation via Practical Metrics

1 code implementation13 Jun 2024 Bowen Gao, Haichuan Tan, Yanwen Huang, Minsi Ren, Xiao Huang, Wei-Ying Ma, Ya-Qin Zhang, Yanyan Lan

Recent advancements in structure-based drug design (SBDD) have significantly enhanced the efficiency and precision of drug discovery by generating molecules tailored to bind specific protein pockets.

Drug Design Drug Discovery

DrugCLIP: Contrastive Protein-Molecule Representation Learning for Virtual Screening

1 code implementation10 Oct 2023 Bowen Gao, Bo Qiang, Haichuan Tan, Minsi Ren, Yinjun Jia, Minsi Lu, Jingjing Liu, WeiYing Ma, Yanyan Lan

Virtual screening, which identifies potential drugs from vast compound databases to bind with a particular protein pocket, is a critical step in AI-assisted drug discovery.

Contrastive Learning Data Augmentation +3

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