Resources
Model Credentialed Access
EntityBERT: BERT-based Models Pretrained on MIMIC-III with or without Entity-centric Masking Strategy for the Clinical Domain
Chen Lin, Steven Bethard, Guergana Savova, Timothy Miller, Dmitriy Dligach
Published: March 17, 2022. Version: 1.0.1
Database Open Access
Eye Tracking Dataset for the 12-Lead Electrocardiogram Interpretation of Medical Practitioners and Students
Mohammed Tahri Sqalli, Dena Al-Thani, Mohamed Elshazly, Mohammed Al-Hijji
human vision medical students ecg interpretation medical image interpretation medical practice medical education human-computer interaction medical practitioners visual expertise eye-tracking ecg electrocardiogram
Published: March 16, 2022. Version: 1.0.0
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 acute hypotension synthetic dataset generative modelling wasserstein generative adversarial network reinforcement learning machine learning
Published: Feb. 23, 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 rehabilitation deep learning
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 pediatrics polysomnography clinical decision support sleep study ecg sleep disorders electronic health records
Published: Oct. 27, 2021. Version: 3.1.0
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
eye tracking radiology report reflacx fixations computer vision chest x-rays gaze radiology deep learning machine learning
Published: Sept. 27, 2021. Version: 1.0.0