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20242026
most citedPrompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data

8 citations · 9 across the 4 of their papers we have counts for

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cs.LG2026

Explainable AI for Data-Driven Design of High-Dimensional Predictive Studies

Junyu Yan, Damian Machlanski, Kurt Butler +4

Predictive modelling is important for health data analysis and data-driven clinical decision-making. However, predictive studies are challenging to design optimally by hand when te…

cs.LG2024★ 26 cited

ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration

Zixiang Wang, Yinghao Zhu, Huiya Zhao +9

We introduce ColaCare, a framework that enhances Electronic Health Record (EHR) modeling through multi-agent collaboration driven by Large Language Models (LLMs). Our approach seam…