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. 2026 Jan 29;13(2):167. doi: 10.3390/bioengineering13020167
AF Atrial Fibrillation
AI Artificial Intelligence
AUC/AUC-ROC Area Under the (ROC) Curve
CNN Convolutional Neural Network
DL Deep Learning
DNN Deep Neural Network
ECG Electrocardiogram
EMD Empirical Mode Decomposition
HF Heart Failure
HRV Heart Rate Variability
IMFs Intrinsic Mode Functions
LVEF Left Ventricular Ejection Fraction
LVSD Left Ventricular Systolic Dysfunction
LQTS Long QT Syndrome
MACE Major Adverse Cardiovascular Events
MCC Matthews Correlation Coefficient
MI Myocardial Infarction
ML Machine Learning
PPV Positive Predictive Value
PPG Photoplethysmography
PR Curve Precision-Recall Curve
RNN Recurrent Neural Network
ROC Receiver Operating Characteristic
SCD Sudden Cardiac Death
SNR Signal-to-Noise Ratio
STEMI ST-Elevated Myocardial Infarction
SVM Support Vector Machine
VA Ventricular Arrhythmia
VT Ventricular Tachycardia