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Istituto di fisiologia clinica

Torna all'elenco Contributi in rivista anno 2012

Contributo in rivista

Tipo: Articolo in rivista

Titolo: Personal Health System architecture for stress monitoring and support to clinical decisions

Anno di pubblicazione: 2012

Formato: Elettronico Cartaceo

Autori: Tartarisco G, Baldus G, Corda D, Raso R, Arnao A, Ferro M, Gaggioli A, Pioggia G

Affiliazioni autori: Istituto di Fisiologia Clinica, CNR

Autori CNR:


Lingua: inglese

Abstract: Developments 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 abstract: inglese

Pagine da: 1296

Pagine a: 1305

Pagine totali: 10


Computer communications IPC Science and Technology Press,
Paese di pubblicazione: Regno Unito
Lingua: inglese
ISSN: 0140-3664

Numero volume: 35

Numero fascicolo: 11

DOI: 10.1016/j.comcom.2011.11.015

Referee: Sì: Internazionale

Stato della pubblicazione: Published version

Indicizzato da:

  • Scopus [2-s2.0-84861999702]
  • ISI Web of Science (WOS) [000307203900003]

Parole chiave:

  • Autonomic sympathovagal balance; Autoregressive model; Clinical decision support system; Pervasive healthcare architecture; Stress detection

URL: http://www.sciencedirect.com/science/article/pii/S0140366411003720

Data di accettazione: 18/11/2011

Strutture CNR:


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