Resources
500 resources
Model
Credentialed Access
RadVLM model
RadVLM is a 7B-parameter vision-language model fine-tuned on public chest-X-ray data that drafts reports, lists abnormalities, grounds findings, and chats about a CXR through a single image-to-text interface.
Database
Credentialed Access
MIMIC-IV-Ext clinical decision support for referral, triage and diagnosis
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.
Database
Credentialed Access
MIMIC-IV-ECHO-Ext-MIMICEchoQA: A Benchmark Dataset for Echocardiogram-Based Visual Question Answering
We present MIMICEchoQA, a benchmark dataset for echocardiogram-based question answering, built from the publicly available MIMIC-IV-ECHO database.
Database
Restricted Access
TN-Mammo: A Multi-view Mammography Dataset for Breast Density Classification
We release the first version of TN-Mammo (June 2024), a mammogram dataset of 676 cases with breast density labels, providing high-quality data to support machine learning and early breast cancer detection.
Database
Restricted Access
Organ Retrieval and Collection of Health Information for Donation (ORCHID)
Multi-center dataset on organ procurement in the United States
Database
Open Access
MIMIC-IV demo data in the Medical Event Data Standard (MEDS)
MIMIC-IV Clinical Database Demo in MEDS (Medical Event Data Standard) format.
Database
Credentialed Access
MIMIC-IV-Ext-22MCTS: A 22 Millions-Event Temporal Clinical Time-Series Dataset with Relative Timestamp
It is a time series clinical events dataset with concrete temporal information. The dataset consists of 22,588,586 clinical events and related timestamps from 267,284 discharge summaries of the MIMIC-IV-Note.
Database
Credentialed Access
Multimodal Clinical Monitoring in the Emergency Department (MC-MED)
A multimodal dataset of deidentified clinical and physiological data from emergency department visits, supporting research on patient outcomes, care processes, and the effects of continuous monitoring during and after the COVID-19 pandemic.
Database
Credentialed Access
MIMIC-Ext-DrugDetection
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.
Database
Credentialed Access
RadVLM Instruction Dataset
This dataset is designed to construct RadVLM, a vision–language model for chest X-ray interpretation. It includes instruction data for tasks such as report generation, abnormality detection, and region grounding, and multitask conversation.