Please use this identifier to cite or link to this item: http://repositorio.inesctec.pt/handle/123456789/5934
Title: A Kinect-Based System to Assess Lymphedema Impairments in Breast Cancer Patients
Authors: Moreira,R
Magalhaes,A
Hélder Filipe Oliveira
Issue Date: 2015
Abstract: Common breast cancer treatments, as the removal of axillary lymph nodes, cause severe impairments in women's upper-body function. As a result, several daily activities are affected which contributes to a decreased QOL. Thus, the assessment of functional restrictions after treatment is essential to avoid further complications. This paper presents a pioneer work, which aims to develop an upper-body function evaluation method, traduced by the identification of lymphedema. Using the Kinect, features of the upper-limbs motion are extracted and supervised learning algorithms are used to construct a predictive classification model. Very promising results are obtained, with high classification accuracy.
URI: http://repositorio.inesctec.pt/handle/123456789/5934
http://dx.doi.org/10.1007/978-3-319-19390-8_26
metadata.dc.type: conferenceObject
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Appears in Collections:CTM - Articles in International Conferences

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