Fig. 6.

Lethal arrhythmic event rates vs. late H/M ratios simulated by ML model [15]

A: effects of NYHA functional class on lethal ArEs. B: average values derived from conditions specific to groups E and J. Input values were age, 68 y, sex, 0.76; eGFR, 45; LVEF, 31%; ischemia, 0.5; hemoglobin, 12; BNP value, 2.2; hypertension, 0.52; diabetes, 0.64; without hemodialysis, as in European cohort. C: Effects of eGFR on lethal ArEs. ArEs, arrhythmic events; BNP, B-type natriuretic peptide; eGFR, estimated glomerular filtration rate; H/M, heart-to-mediastinum; ML, machine learning; NYHA, New York Heart Association