Image and structured data analysis for prognostication of health outcomes in patients presenting to the ED during the COVID-19 pandemic
Research article
[키워드] Accuracy
acute respiratory distress
addition
Admission
adverse outcome
Algorithm
applicability
ARDS
AUC
available data
can be used
center
Chest
chest radiographs
Chest X-ray image
Clinical data
clinical decision
clinical settings
Compact
Computed tomography
COVID-19
COVID-19 infection
COVID-19 pandemic
COVID-19 symptoms
Data analysis
death
deep learning
detect
develop
EHR
events
finding
Gradient
Health
help
ICU
ICU admission
Image
increased risk
intensive care
LIGHT
machine
machine learning model
Machine/deep learning
material
moderate
Mortality
Older
outcome
Patient
patients
predict
presenting
principal
required
Research
risk
risk stratification
Severe infection
stratified
Symptom
syndrome
transfer
university
variable
variables
was used
with COVID-19
[DOI] 10.1016/j.ijmedinf.2021.104662 [Article Type] Research article
[DOI] 10.1016/j.ijmedinf.2021.104662 [Article Type] Research article