Fuzzy Lymphedema Assessment based on Clinical and Functional Criteria

Fuzzy Lymphedema Assessment based on Clinical and Functional Criteria

Author Vicentini, Patricia Autor UNIFESP Google Scholar
Araujo, Ernesto Autor UNIFESP Google Scholar
Perez, Maria Del Carmen Janeiro Autor UNIFESP Google Scholar
Institution Universidade Federal de São Paulo (UNIFESP)
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 Lymphedema
Classification
Decision Support System
Fuzzy Logic
Artificial Intelligence
Computational Intelligence
Language English
Date 2011-01-01
Published in Ieee International Conference On Fuzzy Systems (fuzz 2011). New York: Ieee, p. 2708-2713, 2011.
ISSN 1098-7584 (Sherpa/Romeo, impact factor)
Publisher Ieee
Extent 2708-2713
Origin https://doi.org/10.1109/FUZZY.2011.6007676
Access rights Closed access
Type Conference paper
Web of Science ID WOS:000295224300405
URI http://repositorio.unifesp.br/11600/43905

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