Resources

24 results for "medical coding"

Database Credentialed Access

MIMIC-IV-Ext-DischargeBench: Dataset for Pre-Deployment Evaluation of LLM Discharge Educators through Patient Simulation

Won Seok Jang, Zonghai Yao, Hong Yu

MIMIC-IV-Ext-DischargeBench is a derived dataset of 320 curated hospitalization cases (v1.0.0) built from MIMIC-IV (v3.1) and MIMIC-IV-Note (v2.2). Each case is a structured patient profile drawn from the discharge documentation of a single hospital…
patient education discharge education simulation benchmark
Published: Oct. 29, 2026. Version: 1.0.0
Database Credentialed Access

Annotation dataset of problematic opioid use and related contexts from MIMIC-III Critical Care Database discharge summaries

Melissa Poulsen, Vanessa Troiani, Philip Freda, et al.

Opioid use disorder (OUD) is underdiagnosed in health system settings, limiting research on OUD using electronic health records (EHRs). Medical encounter notes can enrich structured EHR data with documented signs and symptoms of OUD and social risks…
opioid use disorder substance use natural language processing clinical notes
Published: Feb. 8, 2023. Version: 1.0.0
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 multimodal benchmark ecg
Published: Sept. 12, 2024. Version: 1.0.0
Database Credentialed Access

MIMIC-IV-Ext-CPT - Procedure Code Labels for MIMIC Clinical Notes

Benlu Wang, Ziyao Shangguan, Zhenyu Zhang, et al.

MIMIC-IV-Ext-CPT is a credentialed-access dataset for predicting procedure and service code identifiers from deidentified MIMIC clinical notes. Version 1.0.1 contains 30,938 historically curated radiology training records, 7,705 annotated clinical t…
clinical natural language processing mimic electronic health records evaluation and management medical coding current procedural terminology procedure coding
Published: Nov. 12, 2026. Version: 1.0.1