Resources
Database Open Access
Wearable-based signals during physical exercises from patients with frailty after open-heart surgery
Daivaras Sokas, Monika Butkuvienė, Egle Tamulevičiūtė-Prascienė, Aurelija Beigienė, Raimondas Kubilius, Andrius Petrėnas, Birutė Paliakaitė
aging heart rate response frailty accelerometer posture veloergometry timed up and go heart rate stair climbing physical exercise wearable heart rate reserve rehabilitation gait electrocardiogram walk test balance
Published: March 31, 2022. Version: 1.0.0
Visualize waveformsDatabase 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
Database Open Access
The CirCor DigiScope Phonocardiogram Dataset
Jorge Oliveira, Francesco Renna, Paulo Costa, Marcelo Nogueira, Ana Cristina Oliveira, Andoni Elola, Carlos Ferreira, Alipio Jorge, Ali Bahrami Rad, Matthew Reyna, Reza Sameni, Gari Clifford, Miguel Coimbra
signal processing murmur pitch george b moody physionet challenge 2022 murmur grading murmur location murmur timing phonocardiogram pregnant murmur shape pediatric murmur detection murmur intensity murmur quality
Published: May 10, 2022. Version: 1.0.3
Visualize waveformsDatabase 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
Visualize waveformsDatabase Open Access
Smart Health for Assessing the Risk of Events via ECG Database
risk hypertension hrv holter ecg
Published: May 19, 2015. Version: 1.0.0
Visualize waveformsChallenge Restricted Access
WiDS (Women in Data Science) Datathon 2020: ICU Mortality Prediction
Meredith Lee, Jesse Raffa, Marzyeh Ghassemi, Tom Pollard, Sharada Kalanidhi, Omar Badawi, Karen Matthys, Leo Anthony Celi
mortality risk challenge icu data science kaggle predictive analytics women in data science
Published: Jan. 22, 2020. 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
Electrocardiogram, skin conductance and respiration from spider-fearful individuals watching spider video clips
Frank R Ihmig, Antonio Gogeascoechea, Sarah Schäfer, Johanna Lass-Hennemann, Tanja Michael
exposure therapy psychophysiology biosignals anxiety disorders wearable sensors anxiety level detection machine learning
Published: June 5, 2020. Version: 1.0.0
Database Restricted Access
Flatten: COVID-19 Survey Data on Symptoms, Demographics and Mental Health in Canada
Shrey Jain, Marie Charpignon, Mathew Samuel, Jaydeep Mistry, Nicholas Frosst, Leo Anthony Celi, Marzyeh Ghassemi
public health population statistics covid-19
Published: March 8, 2021. Version: 1.0
Database Restricted Access
In-hospital physical activity measured with a new Bosch accelerometer sensor system
Severin Schricker, Nico Schmid, Moritz Schanz, Martin Kimmel, Mark Dominik Alscher
prediction acute illness hospitalization readmission accelerometry accelerometer
Published: Dec. 3, 2020. Version: 1.0