Resources
Database Credentialed Access
NCH Sleep DataBank: A Large Collection of Real-world Pediatric Sleep Studies with Longitudinal Clinical Data
Harlin Lee, Boyue Li, Yungui Huang, Yuejie Chi, Simon Lin
eeg ehr polysomnography pediatrics clinical decision support sleep study electronic health records ecg sleep disorders
Published: Oct. 27, 2021. Version: 3.1.0
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
RadNLI: A natural language inference dataset for the radiology domain
Yasuhide Miura, Yuhao Zhang, Emily Tsai, Curtis Langlotz, Dan Jurafsky
Published: June 29, 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 Open Access
Body Sway When Standing and Listening to Music Modified to Reinforce Virtual Reality Environment Motion
Jefferson Streepey, Shaquitta Dent
Published: Jan. 26, 2021. Version: 1.0.0
Database Open Access
Lobachevsky University Electrocardiography Database
Alena Kalyakulina, Igor Yusipov, Viktor Moskalenko, Alexander Nikolskiy, Konstantin Kosonogov, Nikolai Zolotykh, Mikhail Ivanchenko
diagnosis electrocardiography delineation open database database ecg
Published: Jan. 19, 2021. Version: 1.0.1
Visualize waveformsDatabase Open Access
MIMIC-III Waveform Database Matched Subset
Benjamin Moody, George Moody, Mauricio Villarroel, Gari D. Clifford, Ikaro Silva
Published: April 7, 2020. Version: 1.0
Visualize waveformsDatabase 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 Open Access
Permittivity of Healthy and Diseased Skeletal Muscle
Benjamin Sanchez
permittivity neuromuscular disorders skeletal muscle anisotropy
Published: Nov. 12, 2019. Version: 1.1
Database Open Access
Motion and heart rate from a wrist-worn wearable and labeled sleep from polysomnography
Olivia Walch
Published: Oct. 8, 2019. Version: 1.0.0