Our machine learning algorithms combined with wearables and remote patient monitoring enable early diagnosis of AFIB and myocardial ischemia. Selection of the right treatment early results in avoiding more complicated procedures such as catheter ablation or surgery, which improves quality of life and lowers cost of healthcare.