Classification of Parkinson's disease stages with a two-stage deep neural network.

José Francisco Pedrero-Sánchez,Juan Manuel Belda-Lois,Pilar Serra-Añó,Sara Mollà-Casanova,Juan López-Pascual

Frontiers in aging neuroscience（2023）

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摘要

The proposed model is capable of identifying the three initial stages of Parkinson's disease using a 2-min functional test. The test easy instrumentation requirements and short duration make it feasible for use feasible in the clinical context.

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关键词

Parkinson's disease, classification severity, neural network, smartphone, functional assessment

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