Machine Learning-Based Analysis of Digital Movement Assessment and ExerGame Scores for Parkinson's Disease Severity Estimation

Neurodegenerative Parkinson's Disease (PD) is one of the common incurable diseases among the elderly. Clinical assessments are characterized as standardized means for PD diagnosis. However, relying on medical evaluation of a patient's status can be subjective to physicians' experience, making the as...

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التفاصيل البيبلوغرافية

المؤلفون الرئيسيون:	Dunia J. Mahboobeh, Sofia B. Dias, Ahsan H. Khandoker, Leontios J. Hadjileontiadis
التنسيق:	Artigo
اللغة:	Inglês
منشور في:	Frontiers Media S.A. 2022-03-01
سلاسل:	Frontiers in Psychology
الموضوعات:	Parkinson's Disease (PD) Personalized Serious Game Suite (PGS) intelligent Motor Assessment Tests (iMAT) machine learning (KNN SVM RF) PD staging i-PROGNOSIS
الوصول للمادة أونلاين:	https://www.frontiersin.org/articles/10.3389/fpsyg.2022.857249/full
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!