• DocumentCode
    2073931
  • Title

    Categorization of COPD patient´s health level through the use of the CHRONIOUS wearable platform

  • Author

    Bellos, C. ; Papadopoulos, Athanasios ; Rosso, R. ; Fotiadis, Dimitrios I.

  • Author_Institution
    Inst. of Mol. Biol. & Biotechnol., Found. for Res. & Technol. - Hellas, Ioannina, Greece
  • fYear
    2012
  • fDate
    Aug. 28 2012-Sept. 1 2012
  • Firstpage
    61
  • Lastpage
    64
  • Abstract
    The Chronic Obstructive Pulmonary Disease (COPD) is a chronic disease that causes airflow blockage and breathing-related problems. As a Chronic disease it requires specific treatment plan and patient management for a long period of time. Critical factor in the process is the realization of frequent and precise diagnostic tests that describes the health status of the patient. The CHRONIOUS system provides the required easy-to-use wearable platform aiming at the successful management of COPD patients. Several signals and patient´s data are stored by the utilization of an ergonomic jacket and through the patient´s platform interface. Hybrid techniques based on supervised and unsupervised methodologies were applied for the analysis of the patient´s situation. The categorization of health level of the patient to discrete levels is achieved in a continuous base. Useful outcomes in the form of message or advice are extracted appeared on patient´s and clinician´s devices denoting his health status.
  • Keywords
    diseases; patient monitoring; pneumodynamics; wearable computers; CHRONIOUS wearable platform; COPD patient health level categorization; Chronic Obstructive Pulmonary Disease; airflow blockage; breathing related problem; ergonomic jacket; hybrid techniques; patient health status; patient management; Accuracy; Diseases; Feature extraction; Indexes; Sensors; Support vector machines; Vegetation; Chronic Obstructive Pulmonary Disease; Classification; Random Forests; Support Vector Machine; Aged; Aged, 80 and over; Data Compression; Female; Humans; Male; Middle Aged; Monitoring, Physiologic; Pilot Projects; Pulmonary Disease, Chronic Obstructive; Signal Processing, Computer-Assisted;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
  • Conference_Location
    San Diego, CA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4119-8
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/EMBC.2012.6345871
  • Filename
    6345871