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An overall total of 62 parameters from both electro-anatomical mapping and non-invasive standard data had been extracted encompassing four primary categories (1) LA dimensions, (2) level of low-voltage-substrate (LVS), (3) LA voltages and (4) bi-atrial conduction time as identified because of the period of increased P-wave (APWD) in a digital 12-lead-ECG. Least absolute shrinking t AF. Age beginning and results in of heart failure differ between high-income