Resources
Database Open Access
VitalDB, a high-fidelity multi-parameter vital signs database in surgical patients
Hyung-Chul Lee, Chul-Woo Jung
waveform anesthesia vitaldb intraoperative biosignal ecg
Published: Sept. 21, 2022. Version: 1.0.0
Database Contributor Review
Salzburg Intensive Care database (SICdb), a freely accessible intensive care database
Niklas Rodemund, Andreas Kokoefer, Bernhard Wernly, Crispiana Cozowicz
clinical intensive care machine learning critical care
Published: Feb. 14, 2023. Version: 1.0.5
Database Credentialed Access
MIMIC-IV
Alistair Johnson, Lucas Bulgarelli, Tom Pollard, Steven Horng, Leo Anthony Celi, Roger Mark
mimic machine learning critical care intensive care unit
Published: Jan. 6, 2023. Version: 2.2
Database Restricted Access
REFLACX: Reports and eye-tracking data for localization of abnormalities in chest x-rays
Ricardo Bigolin Lanfredi, Mingyuan Zhang, William Auffermann, Jessica Chan, Phuong-Anh Duong, Vivek Srikumar, Trafton Drew, Joyce Schroeder, Tolga Tasdizen
computer vision eye tracking radiology report machine learning chest x-rays radiology reflacx fixations gaze deep learning
Published: Sept. 27, 2021. Version: 1.0.0
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 Open Access
Surface electromyographic signals collected during long-lasting ground walking of young able-bodied subjects
Francesco Di Nardo, Christian Morbidoni, Sandro Fioretti
surface emg signal walking biomedical signals gait analysis muscle recruitment
Published: March 31, 2022. Version: 1.0.0
Visualize waveformsDatabase Credentialed Access
RadGraph: Extracting Clinical Entities and Relations from Radiology Reports
Saahil Jain, Ashwin Agrawal, Adriel Saporta, Steven QH Truong, Du Nguyen Duong, Tan Bui, Pierre Chambon, Matthew Lungren, Andrew Ng, Curtis Langlotz, Pranav Rajpurkar
entity and relation extraction graph multi-modal radiology natural language processing
Published: June 3, 2021. Version: 1.0.0
Database Open Access
Apnea-ECG Database
apnea sleep challenge multiparameter ecg
Published: Feb. 10, 2000. Version: 1.0.0
Visualize waveformsDatabase 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 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