Resources
Database Restricted Federated
MIMIC-Eye: Integrating MIMIC Datasets with REFLACX and Eye Gaze for Multimodal Deep Learning Applications
Deep learning technologies have been widely adopted in medical imaging due to their ability to extract features from images and make accurate diagnoses automatically. Medical imaging technologies are particularly useful because they can be trained t…
Published: March 23, 2023. Version: 1.0.0 | DOI: 10.13026/pc72-as03
Database Credentialed Federated
MS-CXR-T: Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing
MS-CXR-T is a multi-modal benchmark dataset for evaluating biomedical vision-language processing (VLP) models on two distinct temporal tasks in radiology: image classification and sentence similarity. The former comprises multi-image frontal chest X…
multimodal cxr vision-language processing radiology chest x-ray disease progression
Published: March 18, 2023. Version: 1.0.0 | DOI: 10.13026/pg10-j984
Database Credentialed Federated
GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization
We present the first multi-year mobile sensing datasets. Our multi-year data collection studies span four years (10 weeks each year, from 2018 to 2021). The four datasets contain data collected from 705 person-years (497 unique participants) with di…
human behavior modeling ubiquitous computing well-being health passive mobile sensing
Published: March 14, 2023. Version: 1.1 | DOI: 10.13026/r9s1-s711
Database Credentialed Federated
SCRIPT CarpeDiem Dataset: demographics, outcomes, and per-day clinical parameters for critically ill patients with suspected pneumonia
Traditional approaches to analyzing episodes of patient care in the ICU examine features on presentation and outcomes on discharge, collapsing the numerous events that happen during a patient’s stay and ignoring intercurrent ICU complications …
Published: March 13, 2023. Version: 1.1.0 | DOI: 10.13026/5phr-4r89
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 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 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
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