BME Frontiers / 2022 / Article / Fig 2

Research Article

Automatic Detection of Atrial Fibrillation from Single-Lead ECG Using Deep Learning of the Cardiac Cycle

Figure 2

Histograms of root-mean-square error (RMSE) for DeepHeartBeat, Shape-DeepHeartBeat, and Pace-DeepHeartBeat (rows) with different numbers of latent dimensions (columns). The error histogram for Pace-DeepHeartBeat is significantly sharper distributed at low values which requires a ten times larger scale in the plots. The breakdown of DeepHeartBeat for is seen on the broad histogram at the large error values.