Distinguishing Between Parkinson’s Disease and Essential Tremor Through Video Analytics Using Machine Learning: a Pilot Study

Ekaterina Kovalenko,Aleksandr Talitckii,Anna Anikina,Aleksei Shcherbak,Olga Zimniakova,Maxim Semenov,Ekaterina Bril,Dmitry V. Dylov,Andrey Somov

IEEE Sensors Journal（2021）

引用 12|浏览4

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摘要

Parkinson’s Disease (PD) is currently the fastest growing neurodegenerative disease. It decreases the quality of life for patients, especially when not diagnosed properly and timely. Accurate diagnostic of PD is complicated by the fact that there exist several neurodegenerative diseases with similar motor symptoms, e.g. essential tremor. In this work, we report on a second opinion system based on ...

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Task analysis,Sensors,Diseases,Machine learning,Wearable sensors,Kinematics,Feature extraction

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