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Credentialed Access
MedVAL-Bench: Expert-Annotated Medical Text Validation Benchmark
Asad Aali, Vasiliki Bikia, Maya Varma, et al.
MedVAL-Bench is the first large-scale physician-validated benchmark for medical text validation, spanning 6 diverse medical tasks and containing 840 language model-generated outputs annotated by 12 physicians with error assessments and risk grades.
Published: Nov. 14, 2025.
Version: 1.0.1
Database
Open Access
Brugada-HUCA: 12-Lead ECG Recordings for the Study of Brugada Syndrome
Nahuel Costa Cortez, Daniel Garcia Iglesias
Brugada syndrome is a rare but potentially life-threatening cardiac arrhythmia disorder, with an elevated risk of sudden cardiac death. This dataset introduces 12-lead ECG recordings gather to support the study of this rare disease.
Published: Feb. 2, 2026.
Version: 1.0.0
Visualize waveforms
Database
Credentialed Access
MIMIC-IV-Ext Triage Instruction Corpus
Qingyang Shen, Quan Guo
MIMIC-IV-Ext Triage Instruction Corpus includes 9,629 ED triage cases organized by the five-level ESI, enabling LLMs to improve triage accuracy. It provides CSV data, generation prompts, expert validation samples, and SQL QC scripts.
nlp
clinical decision support
large language models
emergency severity index
emergency triage
machine learning
Published: March 4, 2025.
Version: 1.0.0
Challenge
Credentialed Access
BioNLP Workshop 2023 Shared Task 1A: Problem List Summarization
Yanjun Gao, Dmitriy Dligach, Timothy Miller, et al.
This is the data storage for BioNLP Workshop Shared Task 1A: Problem List Summarization.
bionlp
clinical natural language processing
electronic health record summarization
Published: Nov. 12, 2023.
Version: 2.0.0
Database
Credentialed Access
MIMIC-II Clinical Database
Mohammed Saeed, Mauricio Villarroel, Andrew Reisner, et al.
Electronic health record data collected from >30,000 patients admitted to ICUs at a single tertiary care hospital.
icu
ehr
mimic-ii
bidmc
Published: April 24, 2011.
Version: 2.6.0
Database
Credentialed Access
Antibiotic Resistance Microbiology Dataset Mass General Brigham (ARMD-MGB)
Ziming Wei, Sanjat Kanjilal
ARMD-MGB contains detailed microbiology and clinical metadata for >225,000 patients and >970,000 cultures collected over 10 years
medical informatics
antimicrobial resistance
electronic health records
Published: Dec. 5, 2025.
Version: 1.0.0
Database
Credentialed Access
MIMIC-III Clinical Database
Alistair Johnson, Tom Pollard, Roger Mark
MIMIC-III is a large, freely-available database comprising deidentified health-related data associated with over forty thousand patients who stayed in critical care units of the Beth Israel Deaconess Medical Center between 2001 and 2012. The databas…
clinical
critical care
natural language processing
intensive care
machine learning
Published: Sept. 4, 2016.
Version: 1.4
Database
Credentialed Access
A Temporal Dataset for Respiratory Support in Critically Ill Patients
Mira Moukheiber, Lama Moukheiber, Dana Moukheiber, et al.
A benchmark dataset offering hourly records over a 90-day period for 50,920 ICU subjects, including dynamic pulmonary function data and a spectrum of covariates for respiratory intervention analyses.
oberservational data
time-series
Published: April 15, 2025.
Version: 1.1.0
Database
Restricted Access
Pulmonary Edema Severity Grades Based on MIMIC-CXR
Ruizhi Liao, Geeticka Chauhan, Polina Golland, et al.
Pulmonary edema metadata and labels for MIMIC-CXR
Published: Feb. 9, 2021.
Version: 1.0.1
Database
Credentialed Access
EHR-DS-QA: A Synthetic QA Dataset Derived from Medical Discharge Summaries for Enhanced Medical Information Retrieval Systems
Konstantin Kotschenreuther
Dataset consisting of question and answer pairs synthetically generated from medical discharge summaries, designed to facilitate the training and development of large language models specifically tailored for healthcare applications
mimic-iv
clinical question-answering
medical discharge summaries
large language models
Published: Jan. 11, 2024.
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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