AUROC	Area Under the Receiver Operating Characteristic Curve
CI	Confidence Interval
CV	Cross-Validation
DT	Decision Tree
EHR	Electronic Health Records
ESRS	Essen Stroke Risk Score
GBM	Gradient Boosting Machine
GNSIS	Geisinger Neuroscience Ischemic Stroke
HbA1c	Hemoglobin A1c
HDL	High-Density Lipoprotein
ICD-9/10-CM	International Classification of Diseases, Ninth/Tenth Revision, Clinical Modification
IQR	Interquartile Range
LDL	Low-Density Lipoprotein
LR	Logistic Regression
MICE	Multivariate Imputation by Chained Equations
ML	Machine Learning
MRI	Magnetic Resonance Imaging
NIHSS	National Institutes of Health Stroke Scale
OR	Odds Ratios
PPV	Positive Predictive Value
RF	Random Forest
SA	Sensitivity Analysis
SMOTE	Synthetic Minority Over-sampling Technique
SPI-II	Stroke Prognostic Instrument
SVM	Support Vector Machines
XGBoost	Extreme Gradient Boosting