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. 2023 Jan 19;13(3):385. doi: 10.3390/diagnostics13030385
PSLs pigmented skin lesions
CAD Computer-Aided Diagnosis
DT Decision Tree
DL Deep Learning
PDFFEM Pigmented deep fused features extraction method
LDA Linear Discriminant Analysis
CNN Convolutional Neural Network
TL Transfer Learning
ML Machine Learning
SVM support vector machine
KNN k-nearest neighbor
NN Neural Network
ResNet Residual Network
DCNN Deep convolutional neural network
FixCaps Improved Capsule network
LSTM Long short-term memory
ACC Accuracy
SE Sensitivity
AUC area under the receiver operating characteristic curve
MCC Matthew’s correlation coefficient
SP Specificity
PR Precision
RC Recall
M millions
SGD Stochastic gradient descent
RMSprop Root mean square propagation
Adagrad Adaptive gradient algorithm
Adadelta An extension of Adagrad
Adam Adaptive moment estimation
AdaMax A variant of Adam
Nadam Nesterov-accelerated adaptive moment estimation
MS Milliseconds
CPU Central processing unit
GPU Graphical processing unit
TPU Tensor Processing units
CA Channel-wise attention
FLOPs Floating-point operations
AKIEC Actinic keratoses
BCC Basal cell carcinoma
BKL Benign keratosis
DF Dermatofibroma
NV Melanocytic Nevi
MEL Melanoma
VASC Vascular Lesion