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. 2022 Jul 1;9:893090. doi: 10.3389/fcvm.2022.893090

Figure 7.

Figure 7

Explainable deep learning: This Figure shows a contextualized view of a deep learning-based AF detection model Andersen's (25) performance on a single day of ECG from CACHET-CADB. In 24 h of ECG under free-living conditions, short segments of false positive in a model's output are linked to change in activity, change in body position, and sudden movement accelerations.