Resources
Database 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 Credentialed Access
BRAX, a Brazilian labeled chest X-ray dataset
Eduardo Pontes Reis, Joselisa Paiva, Maria Carolina Bueno da Silva, Guilherme Alberto Sousa Ribeiro, Victor Fornasiero Paiva, Lucas Bulgarelli, Henrique Lee, Paulo Victor dos Santos, vanessa brito, Lucas Amaral, Gabriel Beraldo, Jorge Nebhan Haidar Filho, Gustavo Teles, Gilberto Szarf, Tom Pollard, Alistair Johnson, Leo Anthony Celi, Edson Amaro
chest artificial intelligence x-ray dataset
Published: Jan. 3, 2022. Version: 1.0.0
Database Open Access
Tai Chi, Physiological Complexity, and Healthy Aging - Gait
Peter Wayne, Brian Gow, Jeffrey Hausdorff, Chung-Kang Peng, Lewis Lipsitz, Andrew Ahn, Vera Novak, Brad Manor
dual-task electromyography stability gait
Published: Dec. 14, 2021. Version: 1.0.2
Visualize waveformsDatabase Open Access
Treadmill Maximal Exercise Tests from the Exercise Physiology and Human Performance Lab of the University of Malaga
Denis Mongin, Jeronimo García Romero, Jose Ramon Alvero Cruz
graded exercise testing fitness monitoring cardiorespiratory measures oxygen consumption cardiorespiratory fitness exercise testing heart rate recovery heart rate
Published: Dec. 10, 2021. Version: 1.0.1
Database Open Access
Auditory evoked potential EEG-Biometric dataset
Nibras Abo Alzahab, Angelo Di Iorio, Luca Apollonio, Muaaz Alshalak, Alessandro Gravina, Luca Antognoli, Marco Baldi, Lorenzo Scalise, Bilal Alchalabi
eeg biometric electroencephalogram auditory stimuli resting-state
Published: Dec. 1, 2021. Version: 1.0.0
Visualize waveformsDatabase Restricted Access
KURIAS-ECG: a 12-lead electrocardiogram database with standardized diagnosis ontology
Hakje Yoo, Yunjin Yum, Soowan Park, Jeong Moon Lee, Moonjoung Jang, Yoojoong Kim, Jong-Ho Kim, Hyun-Joon Park, Kap Su Han, Jae Hyoung Park, Hyung Joon Joo
Published: Nov. 8, 2021. Version: 1.0
Database Open Access
A multi-camera and multimodal dataset for posture and gait analysis
Manuel Palermo, João Mendes Lopes, João André, Joao Cerqueira, Cristina Santos
computer vision inertial motion capture smart walker human pose estimation gait and posture analysis depth deep learning rehabilitation
Published: Nov. 1, 2021. Version: 1.0.0
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 electronic health records sleep disorders sleep study ecg
Published: Oct. 27, 2021. Version: 3.1.0
Visualize waveformsSoftware Open Access
Waveform Database Software Package (WFDB) for Python
Chen Xie, Lucas McCullum, Alistair Johnson, Tom Pollard, Brian Gow, Benjamin Moody
Published: Oct. 4, 2021. Version: 3.4.1
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 chest x-rays radiology eye tracking radiology report machine learning reflacx fixations gaze deep learning
Published: Sept. 27, 2021. Version: 1.0.0