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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Үндсэн зохиолчид:	Dunia J. Mahboobeh, Sofia B. Dias, Ahsan H. Khandoker, Leontios J. Hadjileontiadis
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Frontiers Media S.A. 2022-03-01
Цуврал:	Frontiers in Psychology
Нөхцлүүд:	Parkinson's Disease (PD) Personalized Serious Game Suite (PGS) intelligent Motor Assessment Tests (iMAT) machine learning (KNN SVM RF) PD staging i-PROGNOSIS
Онлайн хандалт:	https://www.frontiersin.org/articles/10.3389/fpsyg.2022.857249/full
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!