Table 1.

Nomenclature of abbreviations.

Acronyms	Definition
ALC	absolute lymphocyte count
ALT	alanine aminotransferase
AST	aspartate aminotransferase
BUN	blood urea nitrogen
CKD	chronic kidney disease
CRP	C-reactive protein
cTnT	cardiac troponin T
cTnI	cardiac troponin I
hsCRP	high-sensitivity C-reactive protein level
IL-6	interleukin-6
INR	international normalized ratio
LDH	lactate dehydrogenase
MCHC	mean corpuscular hemoglobin concentration
MCV	mean corpuscular volume
RDW	red blood cell distribution width
WBC	white blood cells
TWRF	trees weighting random forest
NB	naive Bayes
LR	logistic regression
SVM	support vector machine
KNN	k-nearest neighbors
GBDT	gradient boosted decision tree
XGBDT	extreme gradient boosted decision tree
NN	neural network
XGBoost	extreme gradient boosting
DNN	deep neural networks
DT	decision tree
ET	extremely randomized trees
PLS	partial least squares
EN	elastic net
FDA	bagged flexible discriminant analysis
LASSO	least absolute shrinkage and selection operator
BN	Bayesian network
SGD	stochastic gradient descent
MLP	multilayer perceptron