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A Deep Matched Filter For R-Peak Detection in Ear-ECG
Through its operation as a Matched Filter, the encoder searches for matches with an ECG template pattern in the input signal, prior to filtering the matches with the subsequent convolutional layers and selecting peaks corresponding to true ECG matches.
An Apparatus for the Simulation of Breathing Disorders: Physically Meaningful Generation of Surrogate Data
Overall, the proposed apparatus provides us with a simple, effective and physically meaningful way to generate faithful surrogate breathing disorder waveforms, a prerequisite for the use of artificial intelligence in respiratory health.
In-Ear SpO2 for Classification of Cognitive Workload
Classification of cognitive workload promises immense benefit in diverse areas ranging from driver safety to augmenting human capability through closed loop brain computer interface.
