A novel CNN-based information fusion technique enables robust heartbeat detection from multimodal data even when some channels are unreliable.
May support reliable multimodal heartbeat monitoring despite unreliable channels; leaves open prospective clinical validation before adoption.
In medical signal monitoring systems, our technique would accurately estimate heartbeat locations even when only a subset of channels are reliable.
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Chandra et al. (2018) studied this question.
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