Resources
Database Credentialed Federated
A Brazilian Multilabel Ophthalmological Dataset (BRSET)
The Brazilian Multilabel Ophthalmological Dataset (BRSET) is a multi-labeled ophthalmological dataset designed to improve scientific community development and validate machine learning models. In ophthalmology, ancillary exams support medical decisi…
ophthalmology retina dataset
Published: March 8, 2023. Version: 1.0.0 | DOI: 10.13026/xcxw-8198
Database Open Federated
BIG IDEAs Lab Glycemic Variability and Wearable Device Data
This study aimed to determine the feasibility and effectiveness of wearable devices in detecting early physiological changes prior to the development of prediabetes [1-3]. The study generated digital biomarkers for remote, mHealth-based prediabetes …
biomedical engineering biomarkers pre-diabetes
Published: March 6, 2023. Version: 1.1.0 | DOI: 10.13026/e827-h193
Database Credentialed Federated
MIMICEL: MIMIC-IV Event Log for Emergency Department
In this work, we extract an event log from the MIMIC-IV-ED dataset by adopting a well-established event log generation methodology, and we name this event log MIMICEL. The data tables in the MIMIC-IV-ED dataset relate to each other based on the exis…
Published: March 6, 2023. Version: 2.0.0 | DOI: 10.13026/zd69-tq37
Database Open Federated
I-CARE: International Cardiac Arrest REsearch consortium Database
The International Cardiac Arrest REsearch consortium (I-CARE) Database includes baseline clinical information and continuous electroencephalography (EEG) recordings from comatose patients with cardiac arrest who were admitted to an intensive ca…
Published: Feb. 22, 2023. Version: 1.0 | DOI: 10.13026/rjbz-cq89
Database Credentialed Federated
Generalized Image Embeddings for the MIMIC Chest X-Ray dataset
This database contains image embeddings from the DICOM images of the MIMIC V2.0.0 Chest X-Ray database, generated using the approach described in “Simplified Transfer Learning for Chest Radiography Models Using Less Data”. The image embe…
Published: Feb. 22, 2023. Version: 1.0 | DOI: 10.13026/pxc2-vx69
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…
machine learning clinical critical care intensive care
Published: Feb. 14, 2023. Version: 1.0.5 | DOI: 10.13026/67ww-6m34
Database Open Federated
In-Gauge and En-Gage: Understanding Occupants' Behaviour, Engagement, Emotion, and Comfort Indoors with Heterogeneous Sensors and Wearables
We conducted a field study at a K-12 private school in the suburbs of Melbourne, Australia. The datasets contained two elements: (1) In-Gauge dataset: we conducted a 5-month longitudinal field study using two outdoor weather stations, as well as ind…
heart rate environmental sensing thermal comfort modelling physiological signals electrodermal activity occupant behaviour sensing emotion sensing human behavoural modelling smart building
Published: Feb. 13, 2023. Version: 1.0.0 | DOI: 10.13026/srm3-7z33
Database Credentialed Federated
MIMIC-IV-ECG - Diagnostic Electrocardiogram Matched Subset
The MIMIC-IV-ECG module contains approximately 800,000 diagnostic electrocardiograms across nearly 160,000 unique patients. These diagnostic ECGs use 12 leads and are 10 seconds in length. They are sampled at 500 Hz. This subset contains all of…
Published: Feb. 8, 2023. Version: 0.2 | DOI: 10.13026/a1j7-ky04
Database Credentialed Federated
Annotation dataset of problematic opioid use and related contexts from MIMIC-III Critical Care Database discharge summaries
Opioid use disorder (OUD) is underdiagnosed in health system settings, limiting research on OUD using electronic health records (EHRs). Medical encounter notes can enrich structured EHR data with documented signs and symptoms of OUD and social risks…
clinical notes substance use natural language processing opioid use disorder
Published: Feb. 8, 2023. Version: 1.0.0 | DOI: 10.13026/tbb4-t319
Database Credentialed Federated
Chest X-ray Dataset with Lung Segmentation
Chest X-ray(CXR) images are prominent among medical images and are commonly administered in emergency diagnosis and treatment corresponding to cardiac and respiratory diseases. Though there are robust solutions available for medical diagnosis, valid…
medical reports mimic-cxr u-net chest x-ray chest radiographs segmentation
Published: Feb. 8, 2023. Version: 1.0.0 | DOI: 10.13026/9cy4-f535