Resources


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

MIMIC-IV-ext-MDS-ED proposes a dataset to benchmark multimodal decision support in the emergency department. It features multimodal input (including ECG waveforms) and a comprehensive set of prediction targets (diagnoses and deterioration prediction)

emergency department ecg multimodal benchmark diagnoses prediction deterioration prediction

Published: Sept. 12, 2024. 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

MIMIC-IV-ext-MDS-ED proposes a dataset to benchmark multimodal decision support in the emergency department. It features multimodal input (including ECG waveforms) and a comprehensive set of prediction targets (diagnoses and deterioration prediction)

emergency department ecg multimodal benchmark diagnoses prediction deterioration prediction

Published: Sept. 12, 2024. Version: 1.0.0

Database Restricted Access

Gout Emergency Department Chief Complaint Corpora

John David Osborne, Tobias O'Leary, Amy Mudano, James Booth, Giovanna Rosas, Gurusai Sujitha Peramsetty, Anthony Knighton, Jeff Foster, Ken Saag, Maria Ioana Danila

A corpus of chief complaints tagged with predicted gout flare status and chart reviewed gout flare status. Ideal for input to masked language model training to supplement lengthy clinical text notes.

gout nlp emergency department

Published: Oct. 19, 2020. Version: 1.0

Database Restricted Access

Gout Emergency Department Chief Complaint Corpora

John David Osborne, Tobias O'Leary, Amy Mudano, James Booth, Giovanna Rosas, Gurusai Sujitha Peramsetty, Anthony Knighton, Jeff Foster, Ken Saag, Maria Ioana Danila

A corpus of chief complaints tagged with predicted gout flare status and chart reviewed gout flare status. Ideal for input to masked language model training to supplement lengthy clinical text notes.

gout nlp emergency department

Published: Oct. 19, 2020. Version: 1.0

Database Credentialed Access

MIMICEL: MIMIC-IV Event Log for Emergency Department

Jia Wei, Zhipeng He, Chun Ouyang, Catarina Moreira

MIMIC-IV Event Log for Emergency Department

Published: June 16, 2023. Version: 2.1.0

Database Contributor Review

Chest Computed Tomography for patients with sepsis in the Emergency Department

Senjun Jin, Zhongheng Zhang

The database is intended to support a wide array of research studies involving radiomics in sepsis patients, helping to reduce barriers to the reproducibility of clinical research.

sepsis

Published: Oct. 28, 2024. Version: 1.0.0

Database Credentialed Access

MIMIC-IV on FHIR

Alex Bennett, Joshua Wiedekopf, Hannes Ulrich, Philip van Damme, Piotr Szul, John Grimes, Alistair Johnson

MIMIC-IV and MIMIC-IV-ED data mapped into FHIR resources.

mimic-iv fhir electronic health record us core mimic fast healthcare interoperability resources

Published: Nov. 12, 2024. Version: 2.1

Database Credentialed Access

MIMIC-IV

Alistair Johnson, Lucas Bulgarelli, Tom Pollard, Brian Gow, Benjamin Moody, Steven Horng, Leo Anthony Celi, Roger Mark

Large database of de-identified health information from patients admitted to Beth Israel Deaconess Medical Center

critical care intensive care unit machine learning mimic

Published: Oct. 11, 2024. Version: 3.1

Database Open Access

MIMIC-IV-ED Demo

Alistair Johnson, Lucas Bulgarelli, Tom Pollard, Leo Anthony Celi, Steven Horng, Roger Mark

An openly available subset of the MIMIC-IV-ED database

emergency department mimic

Published: Feb. 8, 2023. Version: 2.2

Database Credentialed Access

MIMIC-IV-ED

Alistair Johnson, Lucas Bulgarelli, Tom Pollard, Leo Anthony Celi, Roger Mark, Steven Horng

A large database of emergency department admissions.

emergency department ed emergency mimic-iv electronic health record mimic

Published: Jan. 5, 2023. Version: 2.2