Resources
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
multimodal radiology chest x-ray machine learning scene graph visual question answering visual dialogue object detection disease progression semantic reasoning bounding box relation extraction knowledge graph cxr explainability reasoning deep learning chest
Published: July 13, 2021. Version: 1.0.0
Database Credentialed Access
MIMIC-CXR Database
Alistair Johnson, Tom Pollard, Roger Mark, Seth Berkowitz, Steven Horng
mimic computer vision chest x-rays radiology machine learning natural language processing
Published: Sept. 19, 2019. Version: 2.0.0
Database Credentialed Access
RadGraph: Extracting Clinical Entities and Relations from Radiology Reports
Saahil Jain, Ashwin Agrawal, Adriel Saporta, Steven QH Truong, Du Nguyen Duong, Tan Bui, Pierre Chambon, Matthew Lungren, Andrew Ng, Curtis Langlotz, Pranav Rajpurkar
radiology entity and relation extraction graph multi-modal natural language processing
Published: June 3, 2021. Version: 1.0.0
Database Open Access
CPAP Pressure and Flow Data from a Local Trial of 30 Adults at the University of Canterbury
Ella Guy, Jennifer Knopp, Geoff Chase
peep biomedical engineering cpap respiratory mechanics pulmonary mechanics respiratory modelling
Published: March 24, 2022. Version: 1.0.1
Database Credentialed Access
MIMIC-CXR-JPG - chest radiographs with structured labels
Alistair Johnson, Matt Lungren, Yifan Peng, Zhiyong Lu, Roger Mark, Seth Berkowitz, Steven Horng
mimic computer vision radiology chest x-ray deep learning
Published: Nov. 14, 2019. Version: 2.0.0
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, Maria Teodora Wetscherek, Tristan Naumann, Aditya Nori, Javier Alvarez Valle, Hoifung Poon, Ozan Oktay
chest x-ray vision-language processing
Published: May 16, 2022. Version: 0.1
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 artificial intelligence dataset
Published: June 17, 2022. Version: 1.1.0
Software Open Access
R-DECO: An open-source Matlab based graphical user interface for the detection and correction of R-peaks
Jonathan Moeyersons, Matthew Amoni, Sabine Van Huffel, Rik Willems, Carolina Varon
algorithms and analysis of algorithms signal processiong visual analysis graphical user interface
Published: Sept. 8, 2020. Version: 1.0.0
Database Credentialed Access
Phenotype Annotations for Patient Notes in the MIMIC-III Database
Edward Moseley, Leo Anthony Celi, Joy Wu, Franck Dernoncourt
patient classification natural language processing
Published: March 5, 2020. Version: 1.20.03
Software Open Access
Waveform Database Software Package (WFDB) for Python
Chen Xie, Lucas McCullum, Alistair Johnson, Tom Pollard, Brian Gow, Benjamin Moody
Published: Oct. 4, 2021. Version: 3.4.1