Resources
Database Credentialed Access
GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization
Xuhai Xu, Han Zhang, Yasaman Sefidgar, Yiyi Ren, Xin Liu, Woosuk Seo, Jennifer Brown, Kevin Kuehn, Mike Merrill, Paula Nurius, Shwetak Patel, Tim Althoff, Margaret Morris, Eve Riskin, Jennifer Mankoff, Anind Dey
health ubiquitous computing well-being passive mobile sensing human behavior modeling
Published: March 14, 2023. Version: 1.1
Database Restricted Access
Flatten: COVID-19 Survey Data on Symptoms, Demographics and Mental Health in Canada
Shrey Jain, Marie Charpignon, Mathew Samuel, Jaydeep Mistry, Nicholas Frosst, Leo Anthony Celi, Marzyeh Ghassemi
public health population statistics covid-19
Published: March 8, 2021. Version: 1.0
Database Restricted Access
In-hospital physical activity measured with a new Bosch accelerometer sensor system
Severin Schricker, Nico Schmid, Moritz Schanz, Martin Kimmel, Mark Dominik Alscher
prediction acute illness hospitalization readmission accelerometry accelerometer
Published: Dec. 3, 2020. Version: 1.0
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 Open Access
Sleep Heart Health Study PSG Database
polysomnogram sleep multiparameter
Published: Oct. 23, 2003. Version: 1.0.0
Visualize waveformsDatabase 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 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
Database Credentialed Access
MIMIC-III Clinical Database
Alistair Johnson, Tom Pollard, Roger Mark
MIMIC-III is a large, freely-available database comprising deidentified health-related data associated with over forty thousand patients who stayed in critical care units of the Beth Israel Deaconess Medical Center between 2001 and 2012. The databas…
clinical intensive care machine learning critical care natural language processing
Published: Sept. 4, 2016. Version: 1.4