AUC	Area Under ROC Curve
CI	Confidence Interval
COVID-19	Coronavirus disease 2019
ICU	Intensive Care Unit
INR	International Normalized Ratio
INR-PT	International Normalized Ratio-Prothrombin Time
LDH	Lactate Dehydrogenase
MCV	Mean Corpuscular Volume
ML	Machine Learning
MLP	Multilayer Perceptron
NPV	Negative Predicted Value
PCR	Polymerase Chain Reaction
PPV	Positive Predictive Value
ROC	Receiver Operating Characteristic
RT-PCR	Reverse Transcription Polymerase Chain Reaction
SARS-CoV-2	Severe Acute Respiratory Syndrome Coronavirus 2
SVM	Support Vector Machine
TPE	Tree-structured Parzen Estimator
XGBoost	Extreme Gradient Boosting