MIMIC-IV v3.1
PulseAugur coverage of MIMIC-IV v3.1 — every cluster mentioning MIMIC-IV v3.1 across labs, papers, and developer communities, ranked by signal.
-
Neuro-symbolic AI pipeline assesses sepsis treatment compliance
Researchers have developed a neuro-symbolic pipeline to assess clinical compliance in sepsis treatment, integrating a large language model with a Sugeno fuzzy inference system. This approach maps messy clinical data ont…
-
New CT-HEG graph schema improves ICU mortality prediction
Researchers have developed a new schema called CT-HEG (Continuous-Time Heterogeneous EHR Graph) to model complex clinical data for predicting in-hospital mortality in ICUs. This schema represents ICU stays as timestampe…
-
LLM extraction sensitivity to prompts, models, and schemas studied
A new study published on arXiv investigates how sensitive large language models are to prompt, model, and schema choices when extracting structured data from clinical notes. Researchers found that while prompt variation…