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. 2025 May 25;14(11):3698. doi: 10.3390/jcm14113698
AI Artificial intelligence
ACS Acute coronary syndrome
ALT Alanine aminotransferase
AST Aspartate aminotransferase
AMI Acute myocardial infarction
CI Confidence intervals
CICU Cardiac intensive care unit
CS Cardiogenic shock
CS-Team Team-based cardiogenic shock
CKD Chronic kidney disease
DES Drug eluting stent
DM Diabetes mellitus
DT Decision tree
ECG Electrocardiographic
EHR Electronic health record
ET Extra Trees
GBC Gradient boosting
HTN Hypertension
KNN K-nearest neighbors
LDH Lactic acid dehydrogenase
LR Logistic regression
LR Logistic regression
MCC Matthews correlation coefficient
MCS Mechanical circulatory support
ML Machine learning
NSTEMI Non ST-elevation myocardial infarction
NB Naïve Bayes
P-E-I-CI Prioritization and evolving ischemia in cardiogenic instability
PREMs Patient-reported experience measures
PROMs Patient-reported outcome measures
QDA Quadratic discriminant analysis
RF Random Forest
SCAI SHOCK Society for Cardiovascular Angiography and Interventions Shock
STEMI ST-elevation myocardial infarction
SVM Support vector machine
VIF Variance inflation factor
WBC White blood cell