Acc	Accuracy per class
AdaBoost	Adaptive Boosting
AHRF	Associative Hierarchical Random Field
AI	Artificial Intelligence
ANN	Artificial Neural Network
Apo A1	Alipoprotein A1
AUCROC	Area-Under-the-Curve of ROC curve
BDC	Binary Decision Classification
BMI	Body Mass Index
BN	Bayesian Network
BPNN	Back-Propagation Neural Network
CKBs	Class Knowledge Banks
CNL	Competitive Neural Layer
CNN	Convolutional Neural Network
CRF	Conditional Random Field
CTA	Computed Tomography Angiography
CTREE	Conditional Inference Tree
DA	Discriminant Analysis
DE-ResUnet	Double Encoder-ResUnet
DFINET	Diabetic Foot Infection Network
DFTNet	Diabetic Foot Thermograms Network
DFU	Diabetic Foot Ulcer
DFUC	Diabetic Foot Ulcer Consortium
DICE	Dice Similarity Coefficient
DT	Decision Tree
EC	Ensemble Classification
EHR	Electronic Health Record
EMG	Electromyography
GA	Genetic Algorithm
GaNDLF	Generally Nuanced Deep Learning Framework
GAP	Global Average Pooling
GBDT	Gradient Boosting Decision Tree
GBM	Gradient Boosting Machine
GRF	Ground Reaction Forces
HCE	Hyperglycemic Crisis Episode
IL-10	Interleukin-10
IoU	Intersection over Union
KC	Kernel Classification
KNN	K-Nearest Neighbor
LASSO	Least Absolute Shrinkage and Selection Operator
LBP	Local Binary Patterns
LC	Linear Classification
LDA	Linear Discriminant Analysis
LightGBM	Light Gradient Boosting Machine
LR	Logistic Regression
mAP	mean Average Precision
MCC	Matthews Correlation Coefficient
MLP	Multilayer Perceptron
MLR	Multivariate Linear Regression
MMP9	Metalloproteinase-9
MRI	Magnetic Resonance Imaging
NB	Naïve Bayes
NPV	Negative Predictive Value
PCA	Principal Component Analysis
PNN	Probability Neural Network
PPV	Positive Predictive Value
PU	Pressure Ulcer
RBF	Radial Basis Function
RBFNN	Radial Basis Function Neural Network
R-CNN	Region-based Convolutional Neural Network
RF	Random Forest
R-FCN	Region-based Fully Convolutional Networks
RGB	Red, Green, Blue
ROC	Receiver-Operating-Characteristic
ROI	Region of Interest
SHAP	Shapley Additive Explanations
SMOTE	Synthetic Minority Oversampling Technique
SNPs	Single Nucleotide Polymorphisms
SPCD	Superpixel Color Descriptors
SSD	Single Shot Detector
SVD	Singular-Value Decomposition
SVM	Support Vector Machine
T2DM	Type 2 Diabetes Mellitus
WIFI	Wound, Ischemia, Foot Infection
XGBoost	Extreme Gradient Boosting
YOLO	You-Only-Look-Once