Research Article

Chest X-Ray Images to Differentiate COVID-19 from Pneumonia with Artificial Intelligence Techniques

Table 1

The list of acronyms and their definition.

AcronymsDefinition

AUCArea under the curve
CLAHEContrast limited adaptive histogram equalization
CLDColor layout descriptor
CNNConvolutional neural network
CTComputerized tomography
DCGANDeep convolutional generative adversarial network
DTLDeep transfer learning
FDRFalse detection rate
FNFalse negative
FNRFalse negative rate
FPFalse positive
IoMTInternet of Medical Things
kNN-nearest neighbors
LDALinear discriminant analysis
MADEMultiobjective adaptive differential evolution
PCAPrincipal component analysis
RSVMReduced support vector machine
PPVPositive predictive value
ReLURectified linear unit
RFRandom forest
ROIRegion of interest
RT-PCRReverse transcription-polymerase chain reaction
SARS-CoV-2Severe acute respiratory syndrome coronavirus
SURFSpeeded-up robust feature
TNTrue negative
TPTrue positive
TPRTrue positive rate
WHOWorld Health Organization