Resources
Database Credentialed Access
Symile-MIMIC: a multimodal clinical dataset of chest X-rays, electrocardiograms, and blood labs from MIMIC-IV
Adriel Saporta, Aahlad Manas Puli, Mark Goldstein, Rajesh Ranganath
database cxr ecg chest x-ray contrastive learning model multimodal mimic electrocardiogram
Published: Jan. 28, 2025. Version: 1.0.0
Database Credentialed Access
CXR-PRO: MIMIC-CXR with Prior References Omitted
Vignav Ramesh, Nathan Chi, Pranav Rajpurkar
generation free-text radiology reports references to priors retrieval large language models
Published: Nov. 23, 2022. Version: 1.0.0
Database Credentialed Access
MIMIC-IV-Ext-BHC: Labeled Clinical Notes Dataset for Hospital Course Summarization
Asad Aali, Dave Van Veen, Yamin Arefeen, Jason Hom, Christian Bluethgen, Eduardo Pontes Reis, Sergios Gatidis, Namuun Clifford, Joseph Daws, Arash Tehrani, Jangwon Kim, Akshay Chaudhari
natural language processing clinical notes brief hospital course text summarization machine learning
Published: Feb. 3, 2025. Version: 1.2.0
Database Credentialed Access
Symile-MIMIC: a multimodal clinical dataset of chest X-rays, electrocardiograms, and blood labs from MIMIC-IV
Adriel Saporta, Aahlad Manas Puli, Mark Goldstein, Rajesh Ranganath
database cxr ecg chest x-ray contrastive learning model multimodal mimic electrocardiogram
Published: Jan. 28, 2025. Version: 1.0.0
Database Credentialed Access
LLaVA-Rad MIMIC-CXR Annotations
Juan Manuel Zambrano Chaves, Shih-Cheng Huang, Yanbo Xu, Hanwen Xu, Naoto Usuyama, Sheng Zhang, Fei Wang, Yujia Xie, Mahmoud Khademi, Ziyi Yang, Hany Awadalla, Julia Gong, Houdong Hu, Jianwei Yang, Chunyuan Li, Jianfeng Gao, Yu Gu, Cliff Wong, Mu-Hsin Wei, Tristan Naumann, Muhao Chen, Matthew Lungren, Akshay Chaudhari, Serena Yeung, Curtis Langlotz, Sheng Wang, Hoifung Poon
Published: Jan. 24, 2025. Version: 1.0.0
Database Credentialed Access
Medical-CXR-VQA dataset: A Large-Scale LLM-Enhanced Medical Dataset for Visual Question Answering on Chest X-Ray Images
Xinyue Hu, Lin Gu, Kazuma Kobayashi, liangchen liu, Mengliang Zhang, Tatsuya Harada, Ronald Summers, Yingying Zhu
Published: Jan. 21, 2025. Version: 1.0.0
Database Restricted Access
MIMIC-IV-Ext-DiReCT
Bowen Wang, Jiuyang Chang, Yiming Qian
Published: Jan. 21, 2025. Version: 1.0.0
Database Credentialed Access
MS-CXR: Making the Most of Text Semantics to Improve Biomedical Vision-Language Processing
Benedikt Boecking, Naoto Usuyama, Shruthi Bannur, Daniel Coelho de Castro, Anton Schwaighofer, Stephanie Hyland, Harshita Sharma, Maria Teodora Wetscherek, Tristan Naumann, Aditya Nori, Javier Alvarez Valle, Hoifung Poon, Ozan Oktay
vision-language processing chest x-ray localization phrase grounding
Published: Nov. 15, 2024. Version: 1.1.0
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
emergency department ecg benchmark diagnoses prediction deterioration prediction multimodal
Published: Sept. 12, 2024. Version: 1.0.0
Database Credentialed Access
MIMIC-IV-ECG-Ext-ICD: Diagnostic labels for MIMIC-IV-ECG
Nils Strodthoff, Juan Miguel Lopez Alcaraz, Wilhelm Haverkamp
electrocardiography machine learning mimic
Published: Aug. 30, 2024. Version: 1.0.1