Resources
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 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
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 waveformsSoftware Open Access
Software for computing Heart Rate Fragmentation
Madalena Costa
heart rate variability aging cardiovascular disease vagal tone time series analysis prediction of atrial fibrillation cardiac autonomic function prediction of cardiovascular events prediction of cognitive decline heart rate fragmentation
Published: Feb. 14, 2024. Version: 1.0.0
Database Credentialed Access
ODD: A Benchmark Dataset for the NLP-based Opioid Related Aberrant Behavior Detection
Sunjae Kwon, Xun Wang, Weisong Liu, Emily Druhl, Minhee Sung, Joel Reisman, Wenjun Li, Robert Kerns, William Becker, Hong Yu
natural language processing substance use opioid related aberrant behavior
Published: Jan. 11, 2024. Version: 1.0.0
Database 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
natural language processing opioid use disorder clinical notes substance use
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