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SDAE model diagram for v-tach false alarm detection using two leads of ECG. Each of these input ECG channels is run through two perception layers and then combined to form a 32-dimension compressed hidden-layer representation. The data from individual leads are then reconstructed through separate decoding layers, while an outcome and classification loss are gathered using the combined layer.
