MetaSleepLearner: Fast Adaptation of Bio-signals-Based Sleep Stage Classifier to New Individual Subject Using Meta-Learning

8 Apr 2020Nannapas BanluesombatkulPichayoot OuppaphanPitshaporn LeelaarpornPayongkit LakhanBusarakum ChaitusaneyNattapong JaimchariyatamEkapol ChuangsuwanichNat DilokthanakulTheerawit Wilaiprasitporn

Objective: Identifying bio-signals based-sleep stages requires time-consuming and tedious labor of skilled clinicians. Deep learning approaches have been introduced in order to challenge the automatic sleep stage classification conundrum... (read more)

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