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 Credentialed Access
CAD-Chest: Comprehensive Annotation of Diseases based on MIMIC-CXR Radiology Report
Mengliang Zhang, Xinyue Hu, Lin Gu, Tatsuya Harada, Kazuma Kobayashi, Ronald Summers, Yingying Zhu
Published: Dec. 8, 2023. Version: 1.0
Database Credentialed Access
Generalized Image Embeddings for the MIMIC Chest X-Ray dataset
Andrew Sellergren, Atilla Kiraly, Tom Pollard, Wei-Hung Weng, Yun Liu, Akib Uddin, Christina Chen
Published: Feb. 22, 2023. Version: 1.0
Database Credentialed Access
BRAX, a Brazilian labeled chest X-ray dataset
Eduardo Pontes Reis, Joselisa Paiva, Maria Carolina Bueno da Silva, Guilherme Alberto Sousa Ribeiro, Victor Fornasiero Paiva, Lucas Bulgarelli, Henrique Lee, Paulo Victor dos Santos, vanessa brito, Lucas Amaral, Gabriel Beraldo, Jorge Nebhan Haidar Filho, Gustavo Teles, Gilberto Szarf, Tom Pollard, Alistair Johnson, Leo Anthony Celi, Edson Amaro
chest x-ray dataset artificial intelligence
Published: June 17, 2022. Version: 1.1.0
Database Credentialed Access
Chest ImaGenome Dataset
Joy Wu, Nkechinyere Agu, Ismini Lourentzou, Arjun Sharma, Joseph Paguio, Jasper Seth Yao, Edward Christopher Dee, William Mitchell, Satyananda Kashyap, Andrea Giovannini, Leo Anthony Celi, Tanveer Syeda-Mahmood, Mehdi Moradi
scene graph visual dialogue object detection semantic reasoning bounding box knowledge graph explainability reasoning relation extraction chest disease progression cxr chest x-ray machine learning radiology deep learning multimodal visual question answering
Published: July 13, 2021. Version: 1.0.0
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 mimic contrastive learning model multimodal electrocardiogram
Published: Jan. 28, 2025. Version: 1.0.0
Database Credentialed Access
EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with 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 multi-modal question answering ehr question answering semantic parsing machine learning deep learning electronic health records visual question answering
Published: July 23, 2024. Version: 1.0.0
Database Credentialed Access
Chest X-ray segmentation images based on MIMIC-CXR
Li-Ching Chen, Po-Chih Kuo, Ryan Wang, Judy Gichoya, Leo Anthony Celi
Published: Aug. 18, 2022. Version: 1.0.0
Database Credentialed Access
VinDr-CXR: An open dataset of chest X-rays with radiologist annotations
Ha Quy Nguyen, Hieu Huy Pham, le tuan linh, Minh Dao, lam khanh
lesion detection chest x-ray interpretation computer vision disease classification deep learning
Published: June 22, 2021. Version: 1.0.0
Database Credentialed Access
Eye Gaze Data for Chest X-rays
Alexandros Karargyris, Satyananda Kashyap, Ismini Lourentzou, Joy Wu, Matthew Tong, Arjun Sharma, Shafiq Abedin, David Beymer, Vandana Mukherjee, Elizabeth Krupinski, Mehdi Moradi
convolutional network heatmap eye tracking explainability audio chest cxr chest x-ray machine learning radiology deep learning multimodal
Published: Sept. 12, 2020. Version: 1.0.0