Resources
Database Open Federated
Wearable-based signals during physical exercises from patients with frailty after open-heart surgery
This data collection contains a single-lead electrocardiogram and triaxial acceleration signals of 80 elderly frailty patients, who entered a cardiac rehabilitation program after open-heart surgery. The signals were collected using a chest-based hea…
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 | DOI: 10.13026/mp8k-7p27
Database Open Federated
CPAP Pressure and Flow Data from a Local Trial of 30 Adults at the University of Canterbury
A pressure and flow dataset for CPAP (continuous positive airway pressure) breathing obtained from 30 subjects for model-based identification of patient-specific lung mechanics using a specially designed sensor system comprising an array of differen…
peep biomedical engineering cpap respiratory mechanics pulmonary mechanics respiratory modelling
Published: March 24, 2022. Version: 1.0.1 | DOI: 10.13026/xfae-vv63
Database Open Federated
Norwegian Endurance Athlete ECG Database
The Norwegian Endurance Athlete ECG Database contains 12-lead ECG recordings from 28 elite athletes from various sports in Norway. All recordings are 10 seconds resting ECGs recorded with a General Electric (GE) MAC VUE 360 electrocardiograph. …
marquettesl12 ecg ge cardiologist electrocardiogram athletes
Published: March 23, 2022. Version: 1.0.0 | DOI: 10.13026/qpjf-gk87
Database Restricted Federated
VinDr-Mammo: A large-scale benchmark dataset for computer-aided detection and diagnosis in full-field digital mammography
Breast cancer is one of the most prevalent types of cancer and the leading type of cancer death. Mammography is the recommended imaging modality for periodic breast cancer screening. A few datasets have been published to develop computer-aided tools…
Published: March 21, 2022. Version: 1.0.0 | DOI: 10.13026/br2v-7517
Database Restricted Federated
VinDr-PCXR: An open, large-scale pediatric chest X-ray dataset for interpretation of common thoracic diseases
Computer-aided diagnosis systems in adult chest radiography (CXR) have recently achieved great success thanks to the availability of large-scale, annotated datasets and the advent of high-performance supervised learning algorithms. However, the deve…
Published: March 21, 2022. Version: 1.0.0 | DOI: 10.13026/k8qc-na36
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
Model Credentialed Federated
EntityBERT: BERT-based Models Pretrained on MIMIC-III with or without Entity-centric Masking Strategy for the Clinical Domain
Transformer-based neural language models have led to breakthroughs for a variety of natural language processing (NLP) tasks. However, most models are pretrained on general domain data. We propose a methodology to produce a model focused on the clini…
Published: March 17, 2022. Version: 1.0.1 | DOI: 10.13026/e7kt-q579
Database Open Federated
ECG Fragment Database for the Exploration of Dangerous Arrhythmia
The database contains a set of 2 second fragments of ECG signals with rhythm disturbances, which are grouped into separate classes according to the degree of threat to the patient's life. It is intended for practical use to develop and test the …
short ecg fragments dangerous arrhythmias ecg
Published: March 17, 2022. Version: 1.0.0 | DOI: 10.13026/kpfg-xs25