Unsupervised domain transfer: Overcoming signal degradation in sleep monitoring by increasing scoring realism

Mohammad Ahangarkiasari, Andreas Tind Damgaard, Casper Haurum +1

Objective: Investigate whether hypnogram 'realism' can be used to guide an unsupervised method for handling arbitrary types of signal degradation in mobile sleep monitoring. Approa…