ADAM	Adaptive Moment Estimation Method
AdaDelta	Adaptive Delta
Adagrad	Adaptive Subgradient Method
ANN	Artificial Neural Network
AI	Artificial Intelligence
API	Application Programming Interface
Backpropagation	Backward Propagation of Error
BGD	Batch Gradient Descent
BPTT	Backpropagation Through Time
CHP	Clever Hans Predictors
CNN	Convolutional Neural Networks
CT	Computed Tomography
COVID-19	Coronavirus Disease 2019
ECG	Electrocardiography
FCN	Fully Convolutional Network
GCN	Graph Convolutional Network
GNN	Graph Neural Network
GRU	Gated Recurrent Unit
GPU	Graphics Processing Unit
HCA	High-Content Analysis
ID	Identifier
LSTM	Long Short-Term Memory Network
Mini BGD	Mini Batch Gradient Descent
ML	Machine Learning
MRI	Magnetic Resonance Imaging
MLP	Multilayer Perceptron
NAG	Nesterov Accelerated Gradient
NLP	Natural Language Processing
PPG	Photoplethysmography
R-CNN	Regional Convolutional Neural Network
ReLU	Rectified Linear Unit function
RMS	Root Mean Square
RMSprop	Root Mean Square Propagation
RNN	Recurrent Neural Network
RU	Recurrent Unit
SGD	Stochastic Gradient Descent
tanh	Tangens Hyperbolicus
U-Net	Architecture for Semantic Segmentation