Automatic Parkinson's tremor assessment with data analysis from daily activities

Vasiliki Fiska, Vasiliki Gakilazou,Nikolaos Katertsidis,Alexandros T. Tzallas,Nikolaos Giannakeas,Markos G. Tsipouras

2021 6th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM)（2021）

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摘要

A new approach for the assessment of motor symptoms caused by Parkinson's disease (PD), based on data recorded using a smart mobile phone, is presented in this manuscript. Data were obtained from the online platform kaggle.com, and were analyzed based on machine learning techniques to produce a comprehensive physician report, presenting motor symptoms in everyday life. The idea of this study is to...

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关键词

Parkinson's disease (PD),Motor Symptoms,Remote Monitoring,Wearable Devices,passive monitoring

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