Skip to main content
. 2023 Dec 28;26(1):34. doi: 10.3390/e26010034
H&E Hematoxylin and eosin
CAD Computer-aided diagnosis
CNN Convolutional neural network
xAI Explainable artificial intelligence
CAM Class activation mapping
Grad-CAM Gradient-weighted class activation mapping
LIME Local interpretable model-agnostic explanations
UCSB Breast cancer dataset
CR Colorectal cancer dataset
LG Liver tissue dataset
OED Oral epithelial dysplasia dataset
SGDM Stochastic gradient descent
F Fractal techniques
D DenseNet-121
E EfficientNet-b2
I Inception-V3
R ResNet-50
V VGG-19
DCAM Grad-CAM representation via DenseNet-121
ECAM Grad-CAM representation via EfficientNet-b2
RCAM Grad-CAM representation via ResNet-50
ICAM Grad-CAM representation via Inception-V3
VCAM Grad-CAM representation via VGG-19
DLIME LIME representation via DenseNet-121
ELIME LIME representation via EfficientNet-b2
ILIME LIME representation via Inception-V3
RLIME LIME representation via ResNet-50
VLIME LIME representation via VGG-19
VP True positives
VN True negatives
FP False positives
FN False negatives