AI	artificial intelligence
AMD	Age-related macular degeneration
ASD	autism pectrum disorder
CAD	Computer-aided diagnostics
CAM	Class activation maps
CNN	convolutional neural network
CNV	choroidal neovascularization
CT	computerized tomography
DME	diabetic macular edema
DNN	deep neural networks
DR	diabetic retinopathy
EG	Expressive gradients
EHR	electronic healthcare record
fMRI	functional magnetic resonance imaging
GBP	Guided backpropagation
GDPR	General Data Protection Regulation
GMM	Gaussian mixture model
GradCAM	Gradient weighted class activation mapping
GRU	gated recurrent unit
HITL	human-in-the-loop
IG	Integrated gradients
kNN	k nearest neighbors
LIFT	Deep Learning Important FeaTures
LRP	Layer wise relevance propagation
MLP	multi layer perceptron
MLS	midline shift
MRI	magnetic resonance imaging
OCT	optical coherence tomography
PCC	Pearson’s correlation coefficient
RCV	Regression Concept Vectors
ReLU	rectified linear unit
RNN	recurrent neural network
SHAP	SHapley Additive exPlanations
SVM	support vector machines
TCAV	Testing Concept Activation Vectors
UBS	Uniform unit Ball surface Sampling