Qi Shi
2 indexed papers
Recent (6 mo)
2With code
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226
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AI×1NLP×1Emerging Tech×1Multiagent×1Crypto×1ML×1
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2026
Privacy-Preserving EHR Data Transformation via Geometric Operators: A Human-AI Co-Design Technical Report
The paper proposes a novel data transformation framework that creates semantically rich, privacy-preserving numeric views of EHR data, enabling large-scale research while provably breaking patient linkage.
ClinEnv: An Interactive Multi-Stage Long Horizon EHR Environment for Agents
The paper introduces ClinEnv, a novel interactive, multi-stage benchmark designed to evaluate LLMs' decision-making and information-gathering process during longitudinal inpatient medical simulations.
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Papers
cs.AIcs.CLcs.ETRecentJun 1, 2026
ClinEnv: An Interactive Multi-Stage Long Horizon EHR Environment for Agents
Yuxing Lu, Yushuhong Lin, Wenqi Shi, J. Ben Tamo +3 more
The paper introduces ClinEnv, a novel interactive, multi-stage benchmark designed to evaluate LLMs' decision-making and information-gathering process during longitudinal inpatient medical simulations.
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cs.CRcs.LGRecentMar 24, 2026