MIMIC-IV-ED

Researchers introduced PrivMeSA, a privacy-aware self-evolving multi-agent system that lets a local clinical LLM agent consult remote specialists while learning to control disclosure, according to an …

A systematic benchmark of eight open-source small language models (SLMs) for emergency department (ED) decision support found that Low-Rank Adaptation (LoRA) fine-tuned SLMs outperform commercial base…