Artificial intelligence model on chest imaging to diagnose COVID-19 and other pneumonias: A systematic review and meta-analysis
Review article
[키워드] 2Dtwo-dimensional
3Dthree-dimensional
95 % CI
Accuracy
AIartificial intelligence
area under the curve
article
artificial intelligence
AUC
AUCarea under the curve
average
C-reactive protein
calculate
Characteristics
chest imaging
chest X-ray
CNNConvolutional neural network
Cochrane Library
Computed tomography
Convolutional neural network
Coronavirus disease 2019
COVID-19
COVID-19coronavirus disease 2019
COVID‐19
CRPC-reactive protein
CTComputed Tomography
CXRChest X-Ray
Deep Learning Method
diagnose
diagnosing
diagnostic
disease
for inclusion
Future
Generalizability
GGOground-glass opacities
Ground-glass opacities
heterogeneity
IMPROVE
K-nearest neighbor
KNNK-nearest neighbor
LASSOleast absolute shrinkage and selection operator
least absolute shrinkage and selection operator
less
machine learning
MEERS-COVMiddle East respiratory syndrome coronavirus
Meta-analysis
Methodological quality
methodology
Middle East respiratory syndrome Coronavirus
MLmachine learning
negative likelihood ratio
objective
participant
performed
PLRnegative likelihood ratio
PLRpositive likelihood ratio
Pneumonia
positive likelihood ratio
predictive models
QUADAS-2
Quality
radiologist
random-effects model
regions of interest
Research
researcher
Result
retrieved
Reverse transcriptase polymerase chain reaction
ROIregions of interest
RT-PCRReverse transcriptase polymerase chain reaction
SARS-CoV-2severe acute respiratory syndrome coronavirus 2
SARSSevere Acute Respiratory Syndrome
score
screened
searched
sensitivity
Sensitivity and specificity
Severe acute respiratory syndrome
severe acute respiratory syndrome coronavirus 2
specificity
SROCsummary receiver operating characteristic
summary receiver operating characteristic
support vector machine
SVMSupport vector machine
systematic review
three-dimensional
total score
two-dimensional
Web of Science
were used
[DOI] 10.1016/j.ejro.2022.100438 [Article Type] Review article
[DOI] 10.1016/j.ejro.2022.100438 [Article Type] Review article