Early detection of Parkinson’s disease using deep NeuroEnhanceNet with smartphone walking recordings

Early detection of Parkinson’s disease using deep NeuroEnhanceNet with smartphone walking recordings 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)

Abstract:

With the development of digital medical technology, ubiquitous smartphones are emerging as valuable tools for the detection of complex and elusive diseases. This paper exploits smartphone walking recording for early detection of Parkinson’s disease (PD) and finds that walking recording empowered by deep learning is a valid digital biomarker …

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