Data · dataset · 2023
COVID-19 Hospital Demographic, Clinical and Outcome Dataset
Listed in Borealis
The AI Deployment and Evaluation (AIDE) Lab at the Institute for Better Health (IBH), Trillium Health Partners (THP) was involved in a Supercluster Canada- funded multi-centre study that collected a dataset containing key demographics and clinical parameters of hospitalized patients diagnosed with COVID-19.
Description
The dataset is comprised of de-identified health related data associated (demographics, clinical parameters such as vital signs and laboratory values, imaging findings and hospital outcomes) of a cohort of 509 patient visits admitted to THP via the Emergency Department between November 1, 2020, to March 15, 2021 meeting criteria for likely COVID-19.
The dataset was sourced from three distinct systems (The THP Enterprise Data Warehouse, Electronic Health Records, the Picture Archiving and Communication System). This dataset was combined with data from 2 other Ontario sites and used to develop a machine learning model to predict outcomes of patients, specifically death and discharge.
Links
Where it is published
- Dataverse dataset page borealisdata.ca/dataset.xhtml?persistentId=doi%3A10.57764%2FMS2S-AX17 ↗
landing page · from borealisdata ca
- DOI doi.org/10.57764/ms2s-ax17 ↗
DOI / persistent id · from borealisdata ca
Catalogue records · 1
- Dataverse API borealisdata.ca/api/datasets/:persistentId/?persistentId=doi%3A10.57764%2FMS2S… ↗
metadata API · from borealisdata ca
Topics
- Inferred from text
- Imaging 75%
Provenance · 1 source records, 6 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Borealis | doi:10.57764/MS2S-AX17 | 9 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[modality].local:modality:imaging | enrichment · borealisdata ca | keyword-concept-rules@1.0.0 | title+description (75%) |
| created_date | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | |
| description | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /description |
| publication_date | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | |
| title | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /name |
| updated_date | source · borealisdata ca | connector:borealisdata_ca@1.0.0 |