Shanghua Gao
Shanghua Gao has 2 papers in our library, in 2024–2025, most of them on Reasoning; often with Ayush Noori, Marinka Zitnik, Richard Zhu.
OpenAlex · ORCID · Wikidata · h-index 7 · 24 works · 441 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 34 times in our library · ⭐ Paper Stars ranking: #5328
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksMedicine · 2 worksArtificial Intelligence · 2 worksHealth Informatics · 2 worksDecision Sciences · 1 workInformation Systems and Management · 1 workComputational Theory and Mathematics · 1 work
🧭 Topics 1Research subjects and languages the work is about.Reasoning · 1 work
Works by year
2020s
Papers
- Empowering Biomedical Discovery with AI Agents (2024 · 333 citations)
This is a perspective paper, not an empirical study. It introduces no new dataset, benchmark or model. The authors ask how the long-held goal of an "AI scientist" could become practical in biomedicine. They argue that foundation models on their own are not enough. Next-token prediction suits generating fluent text… - TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools (2025 · 17 citations)
Picking the right drug for a particular patient means weighing comorbidities, co-medications, interactions and contraindications.
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