Resources
Database Credentialed Access
MIMIC-CXR-JPG - chest radiographs with structured labels
Alistair Johnson, Matthew Lungren, Yifan Peng, Zhiyong Lu, Roger Mark, Seth Berkowitz, Steven Horng
computer vision chest x-ray mimic radiology deep learning
Published: March 12, 2024. Version: 2.1.0
Database Restricted Access
Visual Question Answering evaluation dataset for MIMIC CXR
Timo Kohlberger, Charles Lau, Tom Pollard, Andrew Sellergren, Atilla Kiraly, Fayaz Jamil
Published: Jan. 28, 2025. Version: 1.0.0
Database Open Access
CheXmask Database: a large-scale dataset of anatomical segmentation masks for chest x-ray images
Nicolas Gaggion, Candelaria Mosquera, Martina Aineseder, Lucas Mansilla, Diego Milone, Enzo Ferrante
automatic quality assesment chest x-ray segmentation medical image segmentation
Published: Jan. 22, 2025. Version: 1.0.0
Database Contributor Review
COVID Data for Shared Learning (CDSL): A comprehensive, multimodal COVID-19 dataset from HM Hospitales
Álvaro Ritoré, Andreea M Oprescu, Alberto Estirado Bronchalo, Miguel Ángel Armengol de la Hoz
covid-19 multimodal database radiological images open data healthcare data machine learning and ai
Published: Oct. 25, 2024. Version: 1.0.0
Database Credentialed Access
RadGraph2: Tracking Findings Over Time in Radiology Reports
Adam Dejl, Sameer Khanna, Patricia Therese Pile, Kibo Yoon, Steven QH Truong, Hanh Duong, Agustina Saenz, Pranav Rajpurkar
chest x-rays relation extraction disease progression information extraction radiology reports named entity recognition
Published: Aug. 8, 2024. Version: 1.0.0
Database Credentialed Access
MIMIC-Ext-MIMIC-CXR-VQA: A Complex, Diverse, And Large-Scale Visual Question Answering Dataset for Chest X-ray Images
Seongsu Bae, Daeun Kyung, Jaehee Ryu, Eunbyeol Cho, Gyubok Lee, Sunjun Kweon, Jungwoo Oh, Lei JI, Eric Chang, Tackeun Kim, Edward Choi
question answering chest x-ray benchmark evaluation machine learning radiology deep learning multimodal electronic health records visual question answering
Published: July 19, 2024. Version: 1.0.0
Database Restricted Access
MIMIC-Eye: Integrating MIMIC Datasets with REFLACX and Eye Gaze for Multimodal Deep Learning Applications
Chihcheng Hsieh, Chun Ouyang, Jacinto C Nascimento, Joao Pereira, Joaquim Jorge, Catarina Moreira
Published: March 23, 2023. Version: 1.0.0
Database Credentialed Access
Chest X-ray Dataset with Lung Segmentation
Wimukthi Indeewara, Mahela Hennayake, Kasun Rathnayake, Thanuja Ambegoda, Dulani Meedeniya
segmentation medical reports u-net chest radiographs mimic-cxr chest x-ray
Published: Feb. 8, 2023. Version: 1.0.0
Software Credentialed Access
Code for generating the HAIM multimodal dataset of MIMIC-IV clinical data and x-rays
Luis R Soenksen, Yu Ma, Cynthia Zeng, Leonard David Jean Boussioux, Kimberly Villalobos Carballo, Liangyuan Na, Holly Wiberg, Michael Li, Ignacio Fuentes, Dimitris Bertsimas
Published: Aug. 23, 2022. Version: 1.0.1