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The Analysis of Plantar Pressure Data Based on Multimodel Method in Patients with Anterior Cruciate Ligament Deficiency during Walking
Joint Authors
Li, Xiao-Li
Huang, Hongshi
Wang, Jie
Yu, Yuanyuan
Ao, Yingfang
Source
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-12-06
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Abstract EN
The movement information of the human body can be recorded in the plantar pressure data, and the analysis of plantar pressure data can be used to judge whether the human body motion function is normal or not.
A two-meter footscan® system was used to collect the plantar pressure data, and the kinetic and dynamic gait characteristics were extracted.
According to the different description of gait characteristics, a set of models was established according to various people to present the movement of lower limbs.
By the introduction of algorithm in machine learning, the FCM clustering algorithm is used to cluster the sample set and create a set of models, and then the SVM algorithm was used to identify the new samples, so as to complete the normal and abnormal motion function identification.
The multimodel presented in this paper was carried out into the analysis of the anterior cruciate ligament deficiency.
This method demonstrated being effective and can provide auxiliary analysis for clinical diagnosis.
American Psychological Association (APA)
Li, Xiao-Li& Huang, Hongshi& Wang, Jie& Yu, Yuanyuan& Ao, Yingfang. 2016. The Analysis of Plantar Pressure Data Based on Multimodel Method in Patients with Anterior Cruciate Ligament Deficiency during Walking. BioMed Research International،Vol. 2016, no. 2016, pp.1-12.
https://search.emarefa.net/detail/BIM-1098876
Modern Language Association (MLA)
Li, Xiao-Li…[et al.]. The Analysis of Plantar Pressure Data Based on Multimodel Method in Patients with Anterior Cruciate Ligament Deficiency during Walking. BioMed Research International No. 2016 (2016), pp.1-12.
https://search.emarefa.net/detail/BIM-1098876
American Medical Association (AMA)
Li, Xiao-Li& Huang, Hongshi& Wang, Jie& Yu, Yuanyuan& Ao, Yingfang. The Analysis of Plantar Pressure Data Based on Multimodel Method in Patients with Anterior Cruciate Ligament Deficiency during Walking. BioMed Research International. 2016. Vol. 2016, no. 2016, pp.1-12.
https://search.emarefa.net/detail/BIM-1098876
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1098876