title: Personalized sleep staging system using evolutionary algorithm and symbolic fusion.
abstract: This paper presents a novel system for automatic sleep staging based on evolutionary technique and symbolic intelligence. Proposed system mimics decision making process of clinical sleep staging using Symbolic Fusion and considers personal singularity with an adaptive thresholds setting up system using Evolutionary Algorithm. It proved to be an effective and promising system in personalizing sleep staging. This system can also be integrated with other medical systems to realize remote sleep monitoring or home-care.
authors.lastname: Chen Chen
authors.forename: Adrien
authors.initials: A
authors.lastname: Ugon
authors.lastname: Xun Zhang
authors.forename: Amara
authors.initials: A
authors.lastname: Amara
authors.forename: Patrick
authors.initials: P
authors.lastname: Garda
authors.forename: Jean-Gabriel
authors.initials: JG
authors.lastname: Ganascia
authors.forename: Carole
authors.initials: C
authors.lastname: Philippe
authors.forename: Andrea
authors.initials: A
authors.lastname: Pinna
mesh_terms: D000465:Algorithms; D006801:Humans; D012890:Sleep; D012894:Sleep Stages