Resources
Database Open Federated
Pulse Transit Time PPG Dataset
We provide an open access, high resolution and time synchronised dataset from multiple sensors worn at different body locations including Photoplethysmogram (PPG), Inertial, Pressure and ECG. The recordings are from 22 healthy subjects performing 3 …
finger attachment pressure ppg ptt imu accelerometer ecg spo2 gyroscope attachment force pulse transit time blood pressure
Published: March 19, 2022. Version: 1.1.0 | DOI: 10.13026/jpan-6n92
Database Open Federated
Haaglanden Medisch Centrum sleep staging database
A collection of 151 whole-night polysomnographic (PSG) sleep recordings (85 Male, 66 Female, mean Age of 53.9 ± 15.4) collected during 2018 at the Haaglanden Medisch Centrum (HMC, The Netherlands) sleep center. Patient recordings were randoml…
edf inter-database generalization sleep staging psg deep learning
Published: March 18, 2022. Version: 1.1 | DOI: 10.13026/t79q-fr32
Database Open Federated
Wide-field calcium imaging sleep state database
A collection of wide-field calcium imaging (WFCI) sleep and wake recordings collected from twelve transgenic mice expressing GCaMP6f in excitatory neurons. Each mouse underwent a three-hour undisturbed WFCI recording session where wake, REM (rapid e…
wide-field calcium imaging sleep state classification sleep machine learning sleep staging
Published: March 17, 2022. Version: 1.0.1 | DOI: 10.13026/prp1-2d11
Database Open Federated
Eye Tracking Dataset for the 12-Lead Electrocardiogram Interpretation of Medical Practitioners and Students
This dataset contains collected eye tracking data from medical practitioners and students with different expertise levels to understand their electrocardiogram interpretation behavior. These medical practitioners encounter electrocard…
human vision medical students ecg interpretation medical image interpretation medical practice ecg medical education human-computer interaction eye-tracking medical practitioners visual expertise electrocardiogram
Published: March 16, 2022. Version: 1.0.0 | DOI: 10.13026/gsr5-8b11
Database Open Federated
Pulse Transit Time PPG Dataset
We provide an open access, high resolution and time synchronised dataset from multiple sensors worn at different body locations including Photoplethysmogram (PPG), Inertial, Pressure and ECG. The recordings are from 22 healthy subjects performing 3 …
attachment force imu pulse transit time ecg accelerometer blood pressure attachment pressure finger spo2 gyroscope ppg ptt
Published: March 10, 2022. Version: 1.0.0 | DOI: 10.13026/g3me-rt62
Database Credentialed Federated
Synthetic Acute Hypotension and Sepsis Datasets Based on MIMIC-III and Published as Part of the Health Gym Project
These two synthetic datasets comprise vital signs, laboratory test results, administered fluid boluses and vasopressors for 3,910 patients with acute hypotension and for 2,164 patients with sepsis in the Intensive Care Unit (ICU). The patient cohort…
machine learning reinforcement learning sepsis synthetic dataset generative modelling wasserstein generative adversarial network acute hypotension
Published: Feb. 23, 2022. Version: 1.0.0 | DOI: 10.13026/p0tv-0r98
Database Open Federated
The CirCor DigiScope Phonocardiogram Dataset
A total number of 5272 heart sound recordings were collected from the main four auscultation locations of 1568 subjects, aged between 0 and 21 years (mean ± STD = 6.1 ± 4.1 years), with a duration between 4.8 to 80.4 seconds (mean &plu…
murmur grading murmur quality murmur intensity murmur timing murmur pitch murmur detection pediatric murmur shape george b moody physionet challenge 2022 signal processing murmur location pregnant phonocardiogram
Published: Jan. 28, 2022. Version: 1.0.1 | DOI: 10.13026/7bkn-d780
Database Open Federated
The CirCor DigiScope Phonocardiogram Dataset
A total number of 5282 heart sound recordings were collected from the main four auscultation locations of 1568 patients, aged between 0.1 and 356.1 months (mean ± STD = 73.4 ± 50.3 months), with a duration between 4.8 to 80.4 seconds (…
murmur detection pregnant phonocardiogram murmur pitch signal processing pediatric murmur location murmur grading murmur shape murmur quality murmur timing murmur intensity
Published: Jan. 11, 2022. Version: 1.0.0 | DOI: 10.13026/cy60-yn18
Database Credentialed Federated
BRAX, a Brazilian labeled chest X-ray dataset
The Brazilian labeled chest x-ray dataset (BRAX) is an automatically labeled dataset designed to assist researchers in the validation of machine learning models. The dataset contains 24,959 chest radiography studies from patients pres…
chest artificial intelligence x-ray dataset
Published: Jan. 3, 2022. Version: 1.0.0 | DOI: 10.13026/ae9a-f727
Database Open Federated
Tai Chi, Physiological Complexity, and Healthy Aging - Gait
This dataset contains gait and electromyography (EMG) data collected during a hybrid study that included a two-arm randomized clinical trial (RCT) along with an additional observational comparison group. The RCT arm investigated the short-…
dual-task gait electromyography stability
Published: Dec. 14, 2021. Version: 1.0.2 | DOI: 10.13026/gq9q-rr81