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Grasps Recognition and Evaluation of Stroke Patients for Supporting Rehabilitation Therapy
المؤلفون المشاركون
Sale, Patrizio
Leon, Beatriz
Basteris, Angelo
Infarinato, Francesco
Nijenhuis, Sharon
Prange, Gerdienke
Amirabdollahian, Farshid
المصدر
العدد
المجلد 2014، العدد 2014 (31 ديسمبر/كانون الأول 2014)، ص ص. 1-14، 14ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2014-09-02
دولة النشر
مصر
عدد الصفحات
14
التخصصات الرئيسية
الملخص EN
Stroke survivors often suffer impairments on their wrist and hand.
Robot-mediated rehabilitation techniques have been proposed as a way to enhance conventional therapy, based on intensive repeated movements.
Amongst the set of activities of daily living, grasping is one of the most recurrent.
Our aim is to incorporate the detection of grasps in the machine-mediated rehabilitation framework so that they can be incorporated into interactive therapeutic games.
In this study, we developed and tested a method based on support vector machines for recognizing various grasp postures wearing a passive exoskeleton for hand and wrist rehabilitation after stroke.
The experiment was conducted with ten healthy subjects and eight stroke patients performing the grasping gestures.
The method was tested in terms of accuracy and robustness with respect to intersubjects’ variability and differences between different grasps.
Our results show reliable recognition while also indicating that the recognition accuracy can be used to assess the patients’ ability to consistently repeat the gestures.
Additionally, a grasp quality measure was proposed to measure the capabilities of the stroke patients to perform grasp postures in a similar way than healthy people.
These two measures can be potentially used as complementary measures to other upper limb motion tests.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Leon, Beatriz& Basteris, Angelo& Infarinato, Francesco& Sale, Patrizio& Nijenhuis, Sharon& Prange, Gerdienke…[et al.]. 2014. Grasps Recognition and Evaluation of Stroke Patients for Supporting Rehabilitation Therapy. BioMed Research International،Vol. 2014, no. 2014, pp.1-14.
https://search.emarefa.net/detail/BIM-1034431
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Leon, Beatriz…[et al.]. Grasps Recognition and Evaluation of Stroke Patients for Supporting Rehabilitation Therapy. BioMed Research International No. 2014 (2014), pp.1-14.
https://search.emarefa.net/detail/BIM-1034431
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Leon, Beatriz& Basteris, Angelo& Infarinato, Francesco& Sale, Patrizio& Nijenhuis, Sharon& Prange, Gerdienke…[et al.]. Grasps Recognition and Evaluation of Stroke Patients for Supporting Rehabilitation Therapy. BioMed Research International. 2014. Vol. 2014, no. 2014, pp.1-14.
https://search.emarefa.net/detail/BIM-1034431
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1034431
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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