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
machine learning multimodal radiology chest x-ray scene graph visual question answering visual dialogue object detection semantic reasoning bounding box relation extraction knowledge graph explainability reasoning chest cxr deep learning disease progression
Published: July 13, 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
audio convolutional network heatmap eye tracking machine learning multimodal radiology chest x-ray explainability chest cxr deep learning
Published: Sept. 12, 2020. Version: 1.0.0
Database Credentialed Access
MIMIC-IV-Note: Deidentified free-text clinical notes
Alistair Johnson, Tom Pollard, Steven Horng, Leo Anthony Celi, Roger Mark
mimic deidentification critical care electronic health record clinical notes natural language processing
Published: Jan. 6, 2023. Version: 2.2
Database Credentialed Access
Deidentified Medical Text
Margaret Douglass, Bill Long, George Moody, Peter Szolovits, Li-wei Lehman, Roger Mark, Gari D. Clifford
medical text nursing notes de-identification hipaa
Published: Dec. 18, 2007. Version: 1.0
Database Credentialed Access
CXR-PRO: MIMIC-CXR with Prior References Omitted
Vignav Ramesh, Nathan Chi, Pranav Rajpurkar
generation large language models free-text radiology reports references to priors retrieval
Published: Nov. 23, 2022. Version: 1.0.0
Database Credentialed Access
MS-CXR-T: Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing
Shruthi Bannur, Stephanie Hyland, Qianchu Liu, Fernando Pérez-García, Max Ilse, Daniel Coelho de Castro, Benedikt Boecking, Harshita Sharma, Kenza Bouzid, Anton Schwaighofer, Maria Teodora Wetscherek, Hannah Richardson, Tristan Naumann, Javier Alvarez Valle, Ozan Oktay
multimodal radiology chest x-ray cxr disease progression vision-language processing
Published: March 17, 2023. Version: 1.0.0
Database Credentialed Access
MIMIC-CXR Database
Alistair Johnson, Tom Pollard, Roger Mark, Seth Berkowitz, Steven Horng
mimic computer vision machine learning chest x-rays radiology natural language processing
Published: Sept. 19, 2019. Version: 2.0.0
Database Contributor Review
BRATECA (Brazilian Tertiary Care Dataset): a Clinical Information Dataset for the Portuguese Language
Henrique Dias, Ana Helena Dias Pereira dos Ulbrich
prescriptions exams tertiary care clinical notes natural language processing
Published: July 14, 2022. Version: 1.1
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
entity and relation extraction graph multi-modal radiology natural language processing
Published: June 3, 2021. Version: 1.0.0
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