Resources
Software Open Federated
WFDB Software Package
Effective processing and analysis of physiological data requires specialized software. We have developed a large collection of such software over the past thirty years, and much of it is contained within the WFDB (Waveform Database) Software Package…
wfdb waveform
Published: March 26, 2021. Version: 10.6.2 | DOI: 10.13026/zzpx-h016
Database Credentialed Federated
MIMIC-IV
Retrospectively collected medical data has the opportunity to improve patient care through knowledge discovery and algorithm development. Broad reuse of medical data is desirable for the greatest public good, but data sharing must be done in a manne…
mimic intensive care unit machine learning critical care
Published: March 16, 2021. Version: 1.0 | DOI: 10.13026/s6n6-xd98
Database Restricted Federated
Flatten: COVID-19 Survey Data on Symptoms, Demographics and Mental Health in Canada
The expedited collection and analysis of pre-clinical syndromic data is delivering novel insights into public health conditions during the ongoing COVID-19 pandemic. We provide Canada’s first publicly available pre-clinical COVID-19 dataset, b…
covid-19 public health population statistics
Published: March 8, 2021. Version: 1.0 | DOI: 10.13026/v8eq-8v80
Challenge Open Federated
Will Two Do? Varying Dimensions in Electrocardiography: The PhysioNet/Computing in Cardiology Challenge 2021
The electrocardiogram (ECG) is a non-invasive representation of the electrical activity of the heart. Although the twelve-lead ECG is the standard diagnostic screening system for many cardiological issues, the limited accessibility of twelve-lead EC…
classification challenge multilead ecgs competition cardiac abnormalities
Published: Feb. 25, 2021. Version: 1.0.2 | DOI: 10.13026/jz9p-0m02
Database Contributor Review Federated
HiRID, a high time-resolution ICU dataset
HiRID is a freely accessible critical care dataset containing data relating to almost 34 thousand patient admissions to the Department of Intensive Care Medicine of the Bern University Hospital, Switzerland (ICU), an interdisciplinary 60-bed un…
critical care high resolution intensive care icu clinical machine learning
Published: Feb. 18, 2021. Version: 1.1.1 | DOI: 10.13026/nkwc-js72
Database Restricted Federated
BigIdeasLab_STEP: Heart rate measurements captured by smartwatches for differing skin tones
This dataset was collected as part of a study on investigating the sources of inaccuracy in wearable optical heart rate sensors across a variety of activities (sitting, deep breathing, walking, and typing). The original study examined covariates inc…
wearables heart rate
Published: Feb. 10, 2021. Version: 1.0 | DOI: 10.13026/cqfy-d860
Database Restricted Federated
Pulmonary Edema Severity Grades Based on MIMIC-CXR
Clinical management decisions for patients with acutely decompensated heart failure and many other diseases are often based on grades of pulmonary edema severity, rather than its mere absence or presence. Chest radiographs are commonly performed to …
Published: Feb. 9, 2021. Version: 1.0.1 | DOI: 10.13026/rz5p-rc64
Database Contributor Review Federated
HiRID, a high time-resolution ICU dataset
HiRID is a freely accessible critical care dataset containing data relating to almost 34 thousand patient admissions to the Department of Intensive Care Medicine of the Bern University Hospital, Switzerland (ICU), an interdisciplinary 60-bed un…
critical care clinical intensive care icu high resolution machine learning
Published: Feb. 4, 2021. Version: 1.1 | DOI: 10.13026/mn2d-nq25
Challenge Open Federated
Will Two Do? Varying Dimensions in Electrocardiography: The PhysioNet/Computing in Cardiology Challenge 2021
The electrocardiogram (ECG) is a non-invasive representation of the electrical activity of the heart. Although the twelve-lead ECG is the standard diagnostic screening system for many cardiological issues, the limited accessibility of twelve-lead EC…
classification competition cardiac abnormalities challenge multilead ecgs
Published: Feb. 1, 2021. Version: 1.0.1 | DOI: 10.13026/13he-1932
Database Open Federated
Body Sway When Standing and Listening to Music Modified to Reinforce Virtual Reality Environment Motion
The increased likelihood of falls as a consequence of aging or disease is generally associated with rising levels of body sway during stance. The use of virtual reality (VR) for studying the role in vision in regulating body sway is well estab…
Published: Jan. 26, 2021. Version: 1.0.0 | DOI: 10.13026/x32c-cz47