Figure 5 | Scientific Reports

Figure 5

From: xECGArch: a trustworthy deep learning architecture for interpretable ECG analysis considering short-term and long-term features

Figure 5

Pseudo-quantitative visualization of the mean relevance and the mean intra-ECG variation coefficient (shaded in blue) according to the deep Taylor decomposition (DTD) method for all (a) non-AF beats by the short-term model, (b) non-AF beats by the long-term model, (c) AF beats by the short-term model, and (d) AF beats by the long-term model and for the input times gradient (ITG) method for all (e) non-AF beats by the short-term model, (f) non-AF beats by the long-term model, (g) AF beats by the short-term model, and (h) AF beats by the long-term model.

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