Figure 1. R-R interval diagram in the classical EKG curve. 1.2. Related Work Research in atrial fibrillation detection using machine learning techniques has been performed for many decades. A 1999 study utilized a Hidden Markov Model (HMM) algorithm, along with other measures, for AFib detectio...