Resources
Database Contributor Review Federated
Salzburg Intensive Care database (SICdb), a freely accessible intensive care database
The SICdb dataset offers insights into over 27 thousand intensive care admissions, including therapies and data on preceding surgeries. Data were collected between 2013 and 2021 from four different intensive care units at the University Hospital Sal…
intensive care critical care clinical machine learning open data
Published: June 12, 2023. Version: 1.0.6 | DOI: 10.13026/dm9f-dm56
Database Open Federated
KINECAL
The field of human action recognition has made great strides in recent years, much helped by the availability of a wide variety of datasets that use Kinect to record human movement. Conversely, progress towards using Kinect in clinical practice has …
balance posturography clinical tests postural sway falls-risk age-related changes
Published: June 8, 2023. Version: 1.0.3 | DOI: 10.13026/vvkp-ct80
Database Open Federated
Patient-level dataset to study the effect of COVID-19 in people with Multiple Sclerosis
Multiple Sclerosis (MS) is an inflammatory autoimmune disease of the central nervous system, causing increased vulnerability to infections and disability among young adults. Ever since the coronavirus disease 2019 (COVID-19) outbreak, caused by seve…
Published: May 30, 2023. Version: 1.0.0 | DOI: 10.13026/feem-fn23
Challenge Credentialed Federated
MIT Critical Datathon 2023: a MIMIC-IV Derived Dataset for Pulse Oximetry Correction Models
Pulse oximeters are medical devices used to assess peripheral arterial oxygen saturation () noninvasively. In contrast, the "gold standard" requires arterial blood to be drawn to measure the arterial oxygen s…
pulse oximetry health equity machine learning
Published: May 8, 2023. Version: 1.0.0 | DOI: 10.13026/jfpc-pz79
Model Credentialed Federated
Medical AI Research Foundations: A repository of medical foundation models
Medical AI Research Foundations is a repository of open-source medical foundation models. With this collection of non-diagnostic models, APIs, and resources like code and data, researchers and developers can accelerate their medical AI research. Thi…
Published: April 26, 2023. Version: 1.0.0 | DOI: 10.13026/grp0-z205
Database Open Federated
PTB-XL+, a comprehensive electrocardiographic feature dataset
The PTB-XL+ dataset is a comprehensive feature dataset that supplements the PTB-XL ECG dataset. It includes ECG features extracted via two commercial and one open-source algorithm in a harmonized format as well as median beats or, where applicable, …
electrocardiography ecg ptb-xl ptb
Published: April 25, 2023. Version: 1.0.0 | DOI: 10.13026/m5qc-8m53
Software Open Federated
PhysioTag: An Open-Source Platform for Collaborative Annotation of Physiological Waveforms
To develop robust algorithms for automated diagnosis of medical conditions such as cardiac arrhythmias, researchers require large collections of data with human expert annotations. Currently, there is a lack of accessible, open-source platforms for …
annotation
Published: April 25, 2023. Version: 1.0.0 | DOI: 10.13026/g06j-3612
Challenge Contributor Review Federated
BioNLP Workshop 2023 Shared Task 1A: Problem List Summarization
Automatically summarizing patients’ main problems from the daily care notes in the electronic health record can help mitigate information and cognitive overload for clinicians and provide augmented intelligence via computerized diagnostic deci…
electronic health record summarization bionlp clinical natural language processing
Published: April 13, 2023. Version: 1.1.0 | DOI: 10.13026/1crd-qk14
Database Open Federated
SCG-RHC: Wearable Seismocardiogram Signal and Right Heart Catheter Database
We are providing an open access dataset of 73 patients to study better ways to monitor changes in pulmonary arterial pressure (PAP) and pulmonary capillary wedge pressure (PCWP) using a small, non-invasive, chest-worn wearable patch. The ground trut…
Published: March 31, 2023. Version: 1.0.0 | DOI: 10.13026/133d-pk11
Database Open Federated
CogWear: Can we detect cognitive effort with consumer-grade wearables?
The CogWear database consists of two datasets: pilot and survey gamification experiment. The pilot dataset includes physiological signals from 11 volunteers captured by three wearable devices (Empatica E4 watch, Samsung Galaxy Watch4 and Muse S…
Published: March 31, 2023. Version: 1.0.0 | DOI: 10.13026/5f6t-b637