title: An intelligent system for classification of patients suffering from chronic diseases.
abstract: The CHRONIOUS system addresses a smart wearable platform, based on multi-parametric sensor data processing, for monitoring people suffering from chronic diseases in long-stay setting. Several signals are being recorded through wearable sensors and are stored together with additional information, entered by the patient. An Intelligent System, placed at a Smart Assistant Device, analyzes incoming data and facilitates data mining techniques resulting upon the severity of a health episode. Part of the Intelligent System is the Mental Support Tool, which calculates a Stress Index and classifies the mental condition and stress levels of the patient. An additional component aiming at the personalization of the Intelligent System's Decision is the Profiler which defines several patients profiles and facilitates clustering techniques in order to associate each patient's description with one of the predefined profiles.
authors.affiliation: FORTH BRI Foundation for Research and Technology - Hellas, Biomedical Research, Ioannina Greece. cbellos@cc.uoi.gr
authors.forename: Christos
authors.initials: C
authors.lastname: Bellos
authors.forename: Athanasios
authors.initials: A
authors.lastname: Papadopoulos
authors.forename: Dimitrios I
authors.initials: DI
authors.lastname: Fotiadis
authors.forename: Roberto
authors.initials: R
authors.lastname: Rosso
mesh_terms: D000465:Algorithms; D001698:Biomedical Engineering / Q000379:methods; D002908:Chronic Disease; D003020:Clothing; D003201:Computers; D020000:Decision Support Systems, Clinical; D004867:Equipment Design; D017143:Fuzzy Logic; D006801:Humans; D008422:Materials Testing; D018670:Monitoring, Ambulatory / Q000379:methods*; D057285:Precision Medicine / Q000379:methods*; D012984:Software; D013312:Stress, Physiological; D013315:Stress, Psychological