Abbreviations	Descriptions
AI	Artificial Intelligence
AUC	Area Under Curve
BCNN	Bayesian Convolutional Neural Networks
CNN	Convolutional Neural Network
CSEN	Convolution Support Estimation Network
CRM	Class-specific Relevance Mapping
CT	Computed Tomography
CXRs	Chest X-rays
CADx	Computer-Aided Diagnostic devices
DL	Deep Learning
DM	Diabetes Mellitus
DOR	Diagnostic Odds Ratio
FITNET	Function fitting Neural Network
FC	Fully Connected Network
HDs	Heart Disorders
HTN	Hyper Tension
HCLS	Hypercholesterolemia
IRCNN	Inception Recurrent Convolutional Neural Network
IoT	Internet of Things
K-NN	K-Nearest Neighbor
LSTM	Long Short-Term Memory
LRP	Layer-wise Relevance Propagation
LFSR	Linear Feedback Shift Register
MCR	Miss-Classification Rates
MCC	Matthews Correlation Coefficient
PE	Processing Element
ROI	Region-Of-Interest
RT-PCR	Reverse Transcription-Polymerase Chain Reaction
RCL	Recurrent Convolution Layer
ReLU	Rectified Linear Unit
SVM	Support Vector Machine
SLSQP	Sequential Least- Squares Programming Method
TESM	Truth Estimate from Self Distances Method
TESD	Truth Estimate from Self Distances
UF	Utilization Factor