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. 2026 Aug 19;15(16):6398. doi: 10.3390/jcm15166398
2D/3D Two-/three-dimensional
AI Artificial intelligence
AS Aortic stenosis
AUC Area under the ROC curve
CAD Coronary artery disease
CE Conformité Européenne
CHD Congenital heart disease
CMR Cardiac magnetic resonance
CNN Convolutional neural network
CRT Cardiac resynchronization therapy
CTRCD Cancer therapy-related cardiac dysfunction
CVD Cardiovascular disease
DL Deep learning
GAN Generative adversarial network
RCT Randomized controlled trial
RV Right ventricle/right ventricular
DSC Dice similarity coefficient
EDV/ESV End-diastolic/end-systolic volume
EHR Electronic health record
EU MDR European Union Medical Device Regulation
FDA U.S. Food and Drug Administration
GLS Global longitudinal strain
GMLP Good Machine Learning Practice
HCM Hypertrophic cardiomyopathy
HF Heart failure
HFpEF Heart failure with preserved ejection fraction
LA Left atrium/left atrial
LLM Large language model
LV Left ventricle/left ventricular
LVEF Left ventricular ejection fraction
MAE Mean absolute error
ML Machine learning
POCUS Point-of-care ultrasound
QC Quality control
RWMA Regional wall motion abnormality
STE Speckle-tracking echocardiography
TDI Tissue Doppler imaging
TPA Total plaque area
VHD Valvular heart disease
ViT Vision transformer
VLM Vision–language model