Walking stability in patients with benign paroxysmal positional vertigo: an objective assessment using wearable accelerometers and machine learning

Journal of NeuroEngineering and Rehabilitation

Xuhong Sun¹  Jianren Liu¹  He Wang²  Yifei Yao²  Dongyun Gu³  Yuqian Zhang³ 

[1] Department of Neurology, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine, 200011, Shanghai, People’s Republic of China;School of Biomedical Engineering and Med-X Research Institute, Shanghai Jiao Tong University, 200030, Shanghai, People’s Republic of China;Engineering Research Center of Digital Medicine and Clinical Translation, Ministry of Education of People’s Republic China, 200030, Shanghai, People’s Republic of China;Shanghai Key Laboratory of Orthopaedic Implants, Department of Orthopaedic Surgery, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine, 200011, Shanghai, People’s Republic of China;School of Biomedical Engineering and Med-X Research Institute, Shanghai Jiao Tong University, 200030, Shanghai, People’s Republic of China;Engineering Research Center of Digital Medicine and Clinical Translation, Ministry of Education of People’s Republic China, 200030, Shanghai, People’s Republic of China;

关键词: Benign paroxysmal positional vertigo;    Walking stability;    Gait analysis;    Wearable sensors;    Machine learning model;   

DOI  :  10.1186/s12984-021-00854-y

来源: Springer

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