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Fuzzy Lymphedema Assessment based on Clinical and Functional Criteria

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Date
2011-01-01
Author
Vicentini, Patricia [UNIFESP]
Araujo, Ernesto [UNIFESP]
Perez, Maria Del Carmen Janeiro [UNIFESP]
Type
Trabalho apresentado em evento
ISSN
1098-7584
Is part of
Ieee International Conference On Fuzzy Systems (fuzz 2011)
DOI
10.1109/FUZZY.2011.6007676
Metadata
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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.
Citation
Ieee International Conference On Fuzzy Systems (fuzz 2011). New York: Ieee, p. 2708-2713, 2011.
Keywords
Lymphedema
Classification
Decision Support System
Fuzzy Logic
Artificial Intelligence
Computational Intelligence
URI
http://repositorio.unifesp.br/11600/43905
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