heterogeneity

[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