Resources
Database Credentialed Access
Eye Gaze Data for Chest X-rays
Alexandros Karargyris, Satyananda Kashyap, Ismini Lourentzou, Joy Wu, Matthew Tong, Arjun Sharma, Shafiq Abedin, David Beymer, Vandana Mukherjee, Elizabeth Krupinski, Mehdi Moradi
chest audio convolutional network eye tracking radiology multimodal explainability heatmap chest x-ray cxr deep learning machine learning
Published: Sept. 12, 2020. Version: 1.0.0
Challenge Open 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 Open Access
Simultaneous physiological measurements with five devices at different cognitive and physical loads
Marcus Vollmer, Dominic Bläsing, Julian Elias Reiser, Maria Nisser, Anja Buder
respiration multiparameter temperature hrv holter movement ecg photoplethysmogram noise accelerometer heart rate
Published: June 16, 2020. Version: 1.0.0
Visualize waveformsDatabase Open Access
Motion Artifact Contaminated fNIRS and EEG Data
artifact eeg multiparameter spectroscopy noise
Published: March 3, 2014. Version: 1.0.0
Visualize waveformsDatabase Open Access
Multilevel Monitoring of Activity and Sleep in Healthy People
Alessio Rossi, Eleonora Da Pozzo, Dario Menicagli, Chiara Tremolanti, Corrado Priami, Alina Sirbu, David Clifton, Claudia Martini, David Morelli
sleep physiological response melatonin cortisol health circadian rhythm psychological response saliva
Published: June 19, 2020. Version: 1.0.0
Database Open Access
Tai Chi, Physiological Complexity, and Healthy Aging: Gait and EMG data
Peter Wayne, Brian Gow, Jeffrey Hausdorff, Chung-Kang Peng, Lewis Lipsitz, Andrew Ahn, Vera Novak, Brad Manor
stability gait electromyography dual-task
Published: Dec. 30, 2020. Version: 1.0.1
Challenge Open Access
2018 IEEE BHI and BSN Data Challenge
Tom Pollard, Alistair Johnson, Jesse Raffa
weekend effect ieee challenge mimic
Published: Feb. 5, 2018. Version: 1.0
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 Credentialed Access
HiRID, a high time-resolution ICU dataset
Martin Faltys, Marc Zimmermann, Xinrui Lyu, Matthias Hüser, Stephanie Hyland, Gunnar Rätsch, Tobias Merz
intensive care icu clinical high resolution machine learning critical care
Published: Feb. 18, 2021. Version: 1.1.1
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 accelerometry accelerometer hospitalization readmission
Published: Dec. 3, 2020. Version: 1.0