Resources

2 results for "patient deterioration"

Database Credentialed Access

MIMIC-IV-Ext-MDS-ED: Multimodal Decision Support in the Emergency Department - a Benchmark Dataset for Diagnoses and Deterioration Prediction in Emergency Medicine

Juan Miguel Lopez Alcaraz, Nils Strodthoff

Measurable progress in the development of medical decision support systems has been hindered by a lack of comprehensive datasets. Many available datasets focus on narrow prediction tasks and do not include a diverse range of data types, which limits…
emergency department diagnoses prediction deterioration prediction benchmark multimodal ecg
Published: Sept. 12, 2024. Version: 1.0.0
Database Restricted Access

CONCERN Early Warning System Trial

Sarah Rossetti, Brandon Lau, Kenrick Cato

This dataset contains de-identified encounter level data from a 1-year, multisite, pragmatic, cluster-randomized controlled trial evaluating the CONCERN (COmmunicating Narrative Concerns Entered by RNs) early warning system, a machine learning-based…
early warning system patient deterioration machine learning nursing surveillance nursing documentation artificial intelligence
Published: Oct. 19, 2026. Version: 1.0.0