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 disorders sleep study electronic health records ecg
Published: Oct. 27, 2021. Version: 3.1.0
Database Credentialed Access
AMR-UTI: Antimicrobial Resistance in Urinary Tract Infections
Michael Oberst, Soorajnath Boominathan, Helen Zhou, Sanjat Kanjilal, David Sontag
antibiotic resistance causal inference policy learning antimicrobial resistance urinary tract infection clinical decision support machine learning
Published: Nov. 4, 2020. Version: 1.0.0
Database Credentialed Access
Annotation dataset of problematic opioid use and related contexts from MIMIC-III Critical Care Database discharge summaries
Melissa Poulsen, Vanessa Troiani, Philip Freda, Danielle Mowery, Anahita Davoudi
clinical notes substance use natural language processing opioid use disorder
Published: Feb. 8, 2023. Version: 1.0.0
Database Credentialed Access
Learning to Ask Like a Physician: a Discharge Summary Clinical Questions (DiSCQ) Dataset
Eric Lehman
machine learning question generation question answering
Published: July 28, 2022. Version: 1.0
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
Challenge Open Access
Predicting Mortality of ICU Patients: The PhysioNet/Computing in Cardiology Challenge 2012
The focus of the PhysioNet/CinC Challenge 2012 is to develop methods for patient-specific prediction of in-hospital mortality. Participants will use information collected during the first two days of an ICU stay to predict which patients survive the…
mortality prediction mimic challenge ehr
Published: Jan. 20, 2012. Version: 1.0.0
Database Credentialed Access
MIMIC-II Clinical Database
Mohammed Saeed, Mauricio Villarroel, Andrew Reisner, Gari Clifford, Li-wei Lehman, George Moody, Thomas Heldt, Tin Kyaw, Benjamin Moody, Roger Mark
Published: April 24, 2011. Version: 2.6.0
Challenge Open Access
Predicting Acute Hypotensive Episodes: The PhysioNet/Computing in Cardiology Challenge 2009
This year's challenge is the tenth in the annual series of open challenges hosted by PhysioNet in cooperation with Computers in Cardiology. The goal of the challenge is to predict which patients in the challenge dataset will experience an acute …
hypertension mimic challenge multiparameter ehr
Published: Jan. 27, 2009. Version: 1.0.0
Database Open Access
MIMIC Database
The MIMIC Database includes data recorded from over 90 ICU patients. The data in each case include signals and periodic measurements obtained from a bedside monitor as well as clinical data obtained from the patient's medical record. The recordi…
health record mimic ehr icu critical care
Published: March 15, 2000. Version: 1.0.0
Visualize waveformsDatabase Credentialed Access
DrugEHRQA: A Question Answering Dataset on Structured and Unstructured Electronic Health Records For Medicine Related Queries
Jayetri Bardhan, Anthony Colas, Kirk Roberts, Daisy Zhe Wang
Published: April 12, 2022. Version: 1.0.0