• Automatic Onset Detection of Rapid Eye Movements in REM Sleep EEG Data 

      Soler Guevara, Andres Felipe; Drange, Ole; Furuki, Junya; Abe, Takashi; Molinas, Marta Maria Cabrera (Peer reviewed; Journal article, 2021)
      Rapid eye movements (REM) during sleep is a descriptor of the REM sleep stage. Parameters associated with REM sleep, such as REM sleep numbers, REM density, REM latency, and pre-REM negativity have been associated with the ...
    • Automatic Sleep Stage Classification with Optimized Selection of EEG Channels 

      Stenwig, Håkon; Soler, Andres; Furuki, Junya; Suzuki, Yoko; Abe, Takashi; Molinas, Marta (Chapter, 2022)
      Visual inspection of Polysomnography (PSG) recordings by sleep experts, based on established guidelines, has been the gold standard in sleep stage classification. This approach is expensive, time-consuming, and mostly ...