clinical decision support

3 items

RESEARCHarXiv CS.AI·8d ago

EHRBench: An Automated and Reliable EHR-based Benchmark for Clinical Decision Making with LLMs

The paper introduces EHRBench, an automated and reliable EHR-grounded benchmark for evaluating LLM-based clinical decision-making, addressing the insufficient understanding of LLMs' reliability in real-world clinical tasks. Its goal is to ensure both scale and quality in the evaluation of Clinical Decision Making (CDM) models.

LLMs clinical decision support Benchmarking healthcare AI

RESEARCHarXiv CS.CL·20d ago

Prompting language influences diagnostic reasoning and accuracy of large language models

This research evaluated the impact of prompting language on the diagnostic reasoning and accuracy of large language models (LLMs) in clinical settings. Four out of five models performed better in English, highlighting the uncertainty regarding LLM reliability across different languages.

Multilingual AI LLMs clinical decision support Diagnostic Accuracy

RESEARCHHugging Face Blog·5/9/2026

"OncoAgent: A Dual-Tier Multi-Agent Framework for Privacy-Preserving Oncology Clinical Decision Support"

This paper introduces OncoAgent, a dual-tier multi-agent framework designed for privacy-preserving clinical decision support in oncology. The system aims to enhance cancer diagnosis and treatment while maintaining patient data confidentiality.

oncology clinical decision support security multi-agent systems