Consiglio Nazionale delle Ricerche

Tipo di prodottoArticolo in rivista
TitoloPersonal Health System architecture for stress monitoring and support to clinical decisions
Anno di pubblicazione2012
Formato
  • Elettronico
  • Cartaceo
Autore/iTartarisco G, Baldus G, Corda D, Raso R, Arnao A, Ferro M, Gaggioli A, Pioggia G
Affiliazioni autoriIstituto di Fisiologia Clinica, CNR
Autori CNR e affiliazioni
  • GIOVANNI PIOGGIA
  • MARCELLO FERRO
  • ANTONINO ANDREA ARNAO
  • GENNARO TARTARISCO
Lingua/e
  • inglese
AbstractDevelopments in computational techniques including clinical decision support systems, information processing, wireless communication and data mining hold new premises in Personal Health Systems. Pervasive Healthcare system architecture finds today an effective application and represents in perspective a real technological breakthrough promoting a paradigm shift from diagnosis and treatment of patients based on symptoms to diagnosis and treatment based on risk assessment. Such architectures must be able to collect and manage a large quantity of data supporting the physicians in their decision process through a continuous pervasive remote monitoring model aimed to enhance the understanding of the dynamic disease evolution and personal risk. In this work an automatic simple, compact, wireless, personalized and cost efficient pervasive architecture for the evaluation of the stress state of individual subjects suitable for prolonged stress monitoring during normal activity is described. A novel integrated processing approach based on an autoregressive model, artificial neural networks and fuzzy logic modeling allows stress conditions to be automatically identified with a mobile setting analysing features of the electrocardiographic signals and human motion. The performances of the reported architecture were assessed in terms of classification of stress conditions. © 2011 Elsevier B.V. All rights reserved.
Lingua abstractinglese
Altro abstract-
Lingua altro abstract-
Pagine da1296
Pagine a1305
Pagine totali10
RivistaComputer communications
Attiva dal 1978
Editore: IPC Science and Technology Press, - Guildford
Paese di pubblicazione: Regno Unito
Lingua: inglese
ISSN: 0140-3664
Titolo chiave: Computer communications
Titolo proprio: Computer communications.
Titolo abbreviato: Comput. commun.
Numero volume della rivista35
Fascicolo della rivista11
DOI10.1016/j.comcom.2011.11.015
Verificato da refereeSì: Internazionale
Stato della pubblicazionePublished version
Indicizzazione (in banche dati controllate)
  • Scopus (Codice:2-s2.0-84861999702)
  • ISI Web of Science (WOS) (Codice:000307203900003)
Parole chiaveAutonomic sympathovagal balance; Autoregressive model; Clinical decision support system; Pervasive healthcare architecture; Stress detection
Link (URL, URI)http://www.sciencedirect.com/science/article/pii/S0140366411003720
Titolo parallelo-
Data di accettazione18/11/2011
Note/Altre informazioni-
Strutture CNR
  • IFC — Istituto di fisiologia clinica
  • ILC — Istituto di linguistica computazionale "Antonio Zampolli"
Moduli CNR
    Progetti Europei
    Allegati
    • Personal Health System architecture for stress monitoring and support to clinical decisions