Qi Liu

机构：Army Medical University, ShanghaiTech University, Beijing Academy of Artificial Intelligence, Intelligent Systems Research (United States), Shanghai Skin Disease Hospital, Shanghai Artificial Intelligence Laboratory, Hainan Medical University · ORCID：0000-0003-2578-1221

发表论文 252 篇 · 总被引 6897 次 · h-index 41

代表论文

• Benchmarking algorithms for generalizable single-cell perturbation response prediction (2025 · Nature Methods · 被引 25)
• PD-1 inhibitor improves radiosensitivity by tumor vessel normalization (2025 · British Journal of Cancer · 被引 2)
• Bridging Data and Discovery: A Survey on Knowledge Graphs in AI for Science (2025 · 被引 1)
• Lactoferrin-driven delivery of Kaixinsan nanomedicine for Alzheimer's disease neuroprotection: Mechanistic insights from bioinformatics and multi-target validation (2025 · International Journal of Biological Macromolecules · 被引 1)
• Mechanisms of Hematopoietic Stem Cell Aging and Emerging Rejuvenation Strategies (2026 · Stem Cell Reviews and Reports)
• Reinforcement learning-based design of sequential drug treatment targeting the evolving tumour landscape with SequenTx (2026 · Nature Machine Intelligence)