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Credentialed Access
MIMIC-IV-Ext clinical decision support for referral, triage and diagnosis
Farieda Gaber, Altuna Akalin
This MIMIC-IV extended dataset is designed to evaluate and improve LLMs' ability to assist with triage, specialist referral, and diagnosis, using critical patient information such as history of present illness,vitals signs and other relevant data.
Published: Oct. 8, 2025.
Version: 1.0.2
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
diagnoses prediction
deterioration prediction
benchmark
multimodal
ecg
Published: Sept. 12, 2024.
Version: 1.0.0
Database
Credentialed Access
Tasks 1 and 3 from Progress Note Understanding Suite of Tasks: SOAP Note Tagging and Problem List Summarization
Yanjun Gao, John Caskey, Timothy Miller, et al.
We introduce a hierarchical annotation suite of tasks addressing clinical text understanding, reasoning and abstraction over evidence, and diagnosis summarization. One task is section tagging major section and the other task is diagnosis generation.
Published: Sept. 30, 2022.
Version: 1.0.0
Database
Credentialed Access
MIMIC-III-Ext-Notes
Darren Liu, Monique Bouvier, Delgersuren Bold, et al.
We evaluated general large language models' performance in clinical information extraction on MIMIC-III notes.
Published: Feb. 27, 2026.
Version: 1.0.0
Database
Credentialed Access
Paediatric Intensive Care database
Haomin Li, Xian Zeng, Gang Yu
PIC (Paediatric Intensive Care) is a large paediatric-specific, single-centre, bilingual database comprising information relating to children admitted to critical care units at a large children’s hospital in China.
pediatrics
critical care
natural language processing
intensive care
Published: Nov. 12, 2020.
Version: 1.1.0
Database
Restricted Access
Swiss-Mammo: A physician-written, synthetic dataset of German mammography reports
Daniel Reichenpfader, Sandro von Däniken, Harald Marcel Bonel
Swiss-Mammo: A physician-written, synthetic dataset of 28 German mammography reports. The dataset is stratified based on BI-RADS categories and available in German and English.
radiology
mammography
structured reporting
bi-rads
Published: June 24, 2025.
Version: 1.0.1
Software
Open Access
Cerebral Haemodynamic Autoregulatory Information System GUI
Acute Brain injury (ABI) is a devastating event requiring intensive acute treatment and post-injury rehabilitation, both delivered for indeterminate periods of time. For severe ABIs, acute treatment is aimed at stabilizing the patient to prevent sec…
brain injury
intracranial pressure
Published: Dec. 16, 2016.
Version: 1.0.0
Database
Credentialed Access
MIMIC-Ext-DrugDetection
Fabrice Harel-Canada, Nanyun Peng, David Goodman, et al.
This project offers a multilabel annotated dataset of clinical note sentences from MIMIC-III/IV for substance use detection. It supports NLP research for identifying various co-occurring drug use mentions in patient records.
ehr
mimic-iv
substance use
clinical notes
mimic-iii
methamphetamine
multi-label
cocaine
drug detection
polysubstance use
prescription opioid misuse
cannabis
benzodiazepine misuse
injection drug use
heroin
Published: Sept. 25, 2025.
Version: 1.0.0
Database
Credentialed Access
CXR-Align: A Benchmark for CXR-Report Alignment with Negations
Hanbin Ko
CXR-Align is a benchmark dataset created to evaluate vision-language models' capability to interpret negations in chest X-ray (CXR) reports, featuring systematically modified reports from MIMIC-CXR.
Published: Aug. 21, 2025.
Version: 1.0.0
Database
Credentialed Access
National Institutes of Health Stroke Scale (NIHSS) Annotations for the MIMIC-III Database
Jiayang Wang, Xiaoshuo Huang, Lin Yang, et al.
A dataset of annotated NIHSS scale items and corresponding scores from stroke patients discharge summaries in MIMIC-III.
Published: Jan. 25, 2021.
Version: 1.0.0
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Maintained by the MIT Laboratory for Computational Physiology
Supported by the National Institute of Biomedical Imaging and Bioengineering (NIBIB), National Heart Lung and Blood Institute (NHLBI), and NIH Office of the Director under NIH grant numbers U24EB037545 and R01EB030362
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