Resources
Database Credentialed Access
Nosocomial Risk Datasets from MIMIC-III
Travis Goodwin
deep learning pressure injury risk prediction acute kidney injury anemia forecasting natural language processing
Published: Sept. 15, 2022. Version: 1.0
Database Credentialed Access
Nosocomial Risk Datasets from MIMIC-III
Travis Goodwin
deep learning pressure injury risk prediction acute kidney injury anemia forecasting natural language processing
Published: Sept. 15, 2022. Version: 1.0
Database Open Access
Smart Health for Assessing the Risk of Events via ECG Database
risk hypertension holter ecg hrv
Published: May 19, 2015. Version: 1.0.0
Visualize waveformsDatabase Open Access
Smart Health for Assessing the Risk of Events via ECG Database
risk hypertension holter ecg hrv
Published: May 19, 2015. Version: 1.0.0
Visualize waveformsDatabase Open Access
Long Term Movement Monitoring Database
The LTMM database contains 3-day 3D accelerometer recordings of 71 elder community residents, used to study gait, stability, and fall risk.
risk stability accelerometer gait
Published: June 20, 2016. Version: 1.0.0
Visualize waveformsDatabase Open Access
BIG IDEAs Lab Glycemic Variability and Wearable Device Data
Peter Cho, Juseong Kim, Brinnae Bent, Jessilyn Dunn
biomedical engineering pre-diabetes biomarkers
Published: Sept. 18, 2023. Version: 1.1.2
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 opioid use disorder natural language processing
Published: Feb. 8, 2023. Version: 1.0.0
Model Credentialed Access
Clinical-T5: Large Language Models Built Using MIMIC Clinical Text
Eric Lehman, Alistair Johnson
Published: Jan. 25, 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
Synthetic Acute Hypotension and Sepsis Datasets Based on MIMIC-III and Published as Part of the Health Gym Project
Nicholas Kuo, Simon Finfer, Louisa Jorm, Sebastiano Barbieri
sepsis machine learning acute hypotension reinforcement learning synthetic dataset generative modelling wasserstein generative adversarial network
Published: Feb. 23, 2022. Version: 1.0.0