Resources
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 Open Access
Sleep Heart Health Study PSG Database
multiparameter polysomnogram sleep
Published: Oct. 23, 2003. Version: 1.0.0
Visualize waveformsDatabase Credentialed Access
BRATECA (Brazilian Tertiary Care Dataset): a Clinical Information Dataset for the Portuguese Language
Henrique Dias, Ana Helena Dias Pereira dos Ulbrich
exams natural language processing tertiary care prescriptions clinical notes
Published: May 13, 2022. Version: 1.0
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 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…
intensive care clinical machine learning critical care natural language processing
Published: Sept. 4, 2016. Version: 1.4
Database Open Access
MIMIC-IV Clinical Database Demo
Alistair Johnson, Lucas Bulgarelli, Tom Pollard, Steven Horng, Leo Anthony Celi, Roger Mark
mimic critical care electronic health record
Published: June 22, 2022. Version: 1.0
Database Restricted Access
Hospitalized patients with heart failure: integrating electronic healthcare records and external outcome data
Zhongheng Zhang, Linghong Cao, Yan Zhao, Ziyin Xu, Rangui Chen, Lukai Lv, Ping Xu
heart failure china electronic health record
Published: May 22, 2022. Version: 1.3
Database Credentialed Access
MIMIC-III and eICU-CRD: Feature Representation by FIDDLE Preprocessing
Shengpu Tang, Parmida Davarmanesh, Yanmeng Song, Danai Koutra, Michael Sjoding, Jenna Wiens
preprocessing machine learning electronic health record
Published: April 28, 2021. Version: 1.0.0
Database Open Access
MIMIC-III Clinical Database Demo
Alistair Johnson, Tom Pollard, Roger Mark
mimic critical care electronic health records
Published: April 24, 2019. Version: 1.4