Resources
Database Restricted Access
DREAMT: Dataset for Real-time sleep stage EstimAtion using Multisensor wearable Technology
Ke Wang, Jiamu Yang, Ayush Shetty, Jessilyn Dunn
wearable biomedical sleep disorders time series classification
Published: April 30, 2024. Version: 1.0.0
Database Credentialed Access
MIMIC-CXR-JPG - chest radiographs with structured labels
Alistair Johnson, Matthew Lungren, Yifan Peng, Zhiyong Lu, Roger Mark, Seth Berkowitz, Steven Horng
computer vision radiology mimic deep learning chest x-ray
Published: March 12, 2024. Version: 2.1.0
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
substance use natural language processing opioid related aberrant behavior
Published: Jan. 11, 2024. Version: 1.0.0
Database Credentialed Access
BOLD, a blood-gas and oximetry linked dataset
João Matos, Tristan Struja, Jack Gallifant, Luis Filipe Nakayama, Marie Charpignon, Xiaoli Liu, Jaime dos Santos Cardoso, Leo Anthony Celi, An Kwok Wong
health equity pulse oximetry intensive care unit electronic health records
Published: Nov. 8, 2023. Version: 1.0
Database Credentialed Access
GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization
Xuhai Xu, Han Zhang, Yasaman Sefidgar, Yiyi Ren, Xin Liu, Woosuk Seo, Jennifer Brown, Kevin Kuehn, Mike Merrill, Paula Nurius, Shwetak Patel, Tim Althoff, Margaret Morris, Eve Riskin, Jennifer Mankoff, Anind Dey
health ubiquitous computing well-being passive mobile sensing human behavior modeling
Published: March 14, 2023. Version: 1.1
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
opioid use disorder clinical notes substance use natural language processing
Published: Feb. 8, 2023. Version: 1.0.0
Database Credentialed Access
MIMIC-IV-Note: Deidentified free-text clinical notes
Alistair Johnson, Tom Pollard, Steven Horng, Leo Anthony Celi, Roger Mark
deidentification critical care clinical notes electronic health record natural language processing mimic
Published: Jan. 6, 2023. Version: 2.2
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 study ecg sleep disorders electronic health records
Published: Oct. 27, 2021. Version: 3.1.0
Model Credentialed Access
Clinical BERT Models Trained on Pseudo Re-identified MIMIC-III Notes
Eric Lehman, Sarthak Jain, Karl Pichotta, Yoav Goldberg, Byron Wallace
Published: April 28, 2021. Version: 1.0.0
Challenge Open Access
Early Prediction of Sepsis from Clinical Data: The PhysioNet/Computing in Cardiology Challenge 2019
Matthew Reyna, Chris Josef, Russell Jeter, Supreeth Shashikumar, Benjamin Moody, M. Brandon Westover, Ashish Sharma, Shamim Nemati, Gari D. Clifford
Published: Aug. 5, 2019. Version: 1.0.0