• DocumentCode
    3123945
  • Title

    Fuzzy lymphedema assessment based on clinical and functional criteria

  • Author

    Vicentini, Patricia ; del Carmen J Perez, M. ; Araujo, Ernesto

  • Author_Institution
    Health Inf. Dept. (DIS), Univ. Fed. de Sao Paulo (UNIFESP), Sao Paulo, Brazil
  • fYear
    2011
  • fDate
    27-30 June 2011
  • Firstpage
    2708
  • Lastpage
    2713
  • Abstract
    A fuzzy lymphedema clinical and functional assessment for classifying the risk of developing and its severity is proposed in this paper. Different from the previous approach where reversibility, skin infection, and skin changes were the input variables, this new fuzzy lymphedema clinical assessment takes into account the elements that compose the Brazilian Society of Lymphology (SBL). Such a SBL-based metric not only takes into account pre-clinical cases with risk of worsening and infective-degenerative local complications but also points out functional data of limb edema with the involvement of articular joints. The proposed approach includes both clinical (Pitting, Skin Changes, Stemmer Signal and Reversibility) and functional criteria (Joint Involvement). The fuzzy lymphedema assessment based on clinical and functional criteria allows establishing therapeutic global rehabilitative programs, degree of assistance necessity of patients, and reduction of the daily living activities.
  • Keywords
    diseases; fuzzy logic; health care; medical diagnostic computing; Brazilian Society of Lymphology; clinical criteria; functional criteria; fuzzy lymphedema assessment; reversibility; risk classification; skin changes; skin infection; Decision support systems; Fuzzy logic; Fuzzy sets; Fuzzy systems; Joints; Pragmatics; Skin; Artificial Intelligence; Classification; Computational Intelligence; Decision Support System; Fuzzy Logic; Lymphedema;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems (FUZZ), 2011 IEEE International Conference on
  • Conference_Location
    Taipei
  • ISSN
    1098-7584
  • Print_ISBN
    978-1-4244-7315-1
  • Electronic_ISBN
    1098-7584
  • Type

    conf

  • DOI
    10.1109/FUZZY.2011.6007676
  • Filename
    6007676