Resources
457 resources
Database
Restricted Access
TN-Mammo: A Multi-view Mammography Dataset for Breast Density Classification
This version adds DICOM-format mammography images to TN-Mammo alongside the previously available JPEG images. Dataset identifiers have been replaced with UUIDs, while the labels, annotations, and underlying data remain unchanged.
Database
Credentialed Access
MIMIC-IV-Ext-DeVisE. Counterfactual ICU Admission Notes for Behavioral Evaluation of Medical Language Models
A dataset of ICU admission notes with single-variable counterfactuals (demographics and vital signs) enabling controlled evaluation of medical LLM sensitivity, robustness, and clinical reasoning to meaningful patient data changes.
Database
Credentialed Access
MIMIC-CXR-Ext-ReRef: A Radiologist-Validated Dataset of MIMIC-CXR Report Pairs Following Different Reporting Practices
This dataset contains annotations of 120 MIMIC-CXR radiology report pairs, each with an original report and an LLM rewrite following a different reporting practice. Radiologists rated each report for realism and each pair for clinical equivalence.
Database
Credentialed Access
MIMIC-IV-Ext-DischargeBench: Dataset for Pre-Deployment Evaluation of LLM Discharge Educators through Patient Simulation
MIMIC-IV-Ext-DischargeBench is a dataset for pre-deployment evaluation of LLM discharge educators through patient simulation. This contains seed files (demographics, extracted medical profiles) and the simulation logs from the paper.
Database
Open Access
Electrocardiogram-Capable Smartwatches: Assessing Their Clinical Accuracy and Application
This database allows the study of the feasibility of using ECG-capable smartwatches as diagnostic tools, focusing on their compliance with clinical standards and their ability to measure critical ECG parameters beyond AF detection.
Database
Open Access
A Veterinary Vital Sign Time-Series Database Collected During General Anesthesia
A retrospective dataset of continuous vital sign time-series recorded from dogs and cats during general anesthesia, collected from a veterinary hospital's anesthesia machines and patient monitors.
Database
Contributor Review
ELDER-ICU-DB: A Comprehensive Critical Care Data Resource for International Multicenter Study on Elderly ICU Patients
This project utilizes data derived from the MIMIC-III, MIMIC-IV, eICU-CRD, SICdb and ZhejiangProvinceICUdb databases. The ethics approval of this dataset follows from that of these source datasets. Furthermore, all authors have obtained the necessary
Database
Contributor Review
CARMEN-I: A resource of anonymized electronic health records in Spanish and Catalan for training and testing NLP tools
CARMEN-I is a Spanish corpus of 2,000 clinical records from Hospital Clínic, Barcelona. It covers COVID-19 patients and comorbidities, serving as a resource for training clinical NLP models and researchers in NLP applied to clinical documents.
Database
Credentialed Access
ReEvalMed: Rethinking Medical Report Evaluation by Aligning Metrics with Real-World Clinical Judgment
A curated dataset of paired radiology reports derived from MIMIC-CXR, with controlled clinical rewrites and expert annotations. Designed for meta-evaluation of report evaluation metrics, focusing on clinical significance, error types, and severity.
Database
Credentialed Access
MIMIC-IV-Ext-SDBench: Sequential Diagnosis Benchmark Cases Derived from MIMIC-IV
488 MIMIC-IV cases contain initial vignettes, discharge summaries, test names and diagnoses; 71 test cases are clinician-reviewed. Designed primarily for SDBench, they also support diagnostic benchmarks and clinical information extraction.