Resources
Database Credentialed Access
Annotated MIMIC-IV discharge summaries for a study on deidentification of names
Shulammite Lim, Yuxin Xiao, Alistair Johnson, Dana Moukheiber, Lama Moukheiber, Mira Moukheiber, Marzyeh Ghassemi, Tom Pollard
Published: July 5, 2023. Version: 1.0
Database Credentialed Access
Radiology Report Expert Evaluation (ReXVal) Dataset
Feiyang Yu, Mark Endo, Rayan Krishnan, Ian Pan, Andy Tsai, Eduardo Pontes Reis, Eduardo Kaiser Ururahy Nunes Fonseca, Henrique Lee, Zahra Shakeri, Andrew Ng, Curtis Langlotz, Vasantha Kumar Venugopal, Pranav Rajpurkar
Published: June 20, 2023. Version: 1.0.0
Database Credentialed Access
Establishment of a Chinese critical care database from electronic healthcare records in a tertiary care medical center
Senjun Jin, Lin Chen, Kun Chen, Zhongheng Zhang
Published: Jan. 19, 2023. Version: 1.0
Database Credentialed Access
RadQA: A Question Answering Dataset to Improve Comprehension of Radiology Reports
Sarvesh Soni, Kirk Roberts
electronic health records clinical notes question answering radiology reports machine reading comprehension
Published: Dec. 9, 2022. Version: 1.0.0
Database Credentialed Access
Nosocomial Risk Datasets from MIMIC-III
Travis Goodwin
deep learning natural language processing pressure injury risk prediction acute kidney injury anemia forecasting
Published: Sept. 15, 2022. Version: 1.0
Database Open Access
MIMIC-IV-ECG Demo - Diagnostic Electrocardiogram Matched Subset Demo
Brian Gow, Tom Pollard, Larry A Nathanson, Benjamin Moody, Alistair Johnson, Dana Moukheiber, Nathaniel Greenbaum, Seth Berkowitz, Parastou Eslami, Elizabeth Herbst, Roger Mark, Steven Horng
Published: June 30, 2022. Version: 0.1
Visualize waveformsDatabase Credentialed Access
CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes
James Mullenbach, Yada Pruksachatkun, Sean Adler, Jennifer Seale, Jordan Swartz, T Greg McKelvey, Yi Yang, David Sontag
Published: June 21, 2021. Version: 1.0.0
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 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
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