Resources
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
multimodal machine learning chest x-ray radiology scene graph visual dialogue object detection semantic reasoning bounding box relation extraction knowledge graph explainability reasoning chest cxr visual question answering deep learning disease progression
Published: July 13, 2021. Version: 1.0.0
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
entity and relation extraction graph multi-modal radiology natural language processing
Published: June 3, 2021. Version: 1.0.0
Database Credentialed Access
National Institutes of Health Stroke Scale (NIHSS) Annotations for the MIMIC-III Database
Jiayang Wang, Xiaoshuo Huang, Lin Yang, Jiao Li
Published: Jan. 25, 2021. Version: 1.0.0
Model Credentialed Access
Transformer models trained on MIMIC-III to generate synthetic patient notes
Ali Amin-Nejad, Julia Ive, Sumithra Velupillai
Published: May 27, 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
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 Credentialed Access
CORAL: expert-Curated medical Oncology Reports to Advance Language model inference
Madhumita Sushil, Vanessa Kennedy, Divneet Mandair, Brenda Miao, Travis Zack, Atul Butte
artificial intelligence electronic health records information extraction natural language processing large language models oncology
Published: Feb. 7, 2024. Version: 1.0
Database Credentialed Access
RadCoref: Fine-tuning coreference resolution for different styles of clinical narratives
Yuxiang Liao, Hantao Liu, Irena Spasic
radiology natural language processing coreference resolution
Published: Jan. 30, 2024. Version: 1.0.0
Database Credentialed Access
Annotation dataset of social determinants of health from MIMIC-III Clinical Care Database
Marco Guevara, Shan Chen, Spencer Thomas, Danielle Bitterman
natural language processing social determinants of health
Published: Jan. 24, 2024. Version: 1.0.1