Sequence-based Sleep Stage Classification using Conditional Neural Fields

Intan Nurma Yulita, Mohamad Ivan Fanany, Aniati Murni Arymurthy

Sleep signals from a polysomnographic database are sequences in nature. Commonly employed analysis and classification methods, however, ignored this fact and treated the sleep sign…