Left ventricular diastolic dysfunction refers to the heart's inability to properly relax and fill during diastole. It can be caused by primary myocardial diseases like cardiomyopathy, hypertension, or secondary issues like aortic stenosis. Diagnosis involves evaluating left ventricular mass, dimensions, and function using 2D echocardiography, Doppler ultrasound to assess mitral inflow and pulmonary vein patterns, and tissue Doppler imaging of mitral annular motion. Diastolic dysfunction is graded from mild to severe based on these evaluation findings.