Prediction of Larynx Function Using Multichannel Surface EMG Classification

Johnny McNulty,Kylie de Jager,Henry T. Lancashire,James Graveston,Martin Birchall,Anne Vanhoestenberghe

IEEE Transactions on Medical Robotics and Bionics（2021）

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摘要

Total laryngectomy (TL) affects critical functions such as swallowing, coughing and speaking. An artificial, bioengineered larynx (ABL), operated via myoelectric signals, may improve quality of life for TL patients. To evaluate the efficacy of using surface electromyography (sEMG) as a control signal to predict instances of swallowing, coughing and speaking, sEMG was recorded from submental, inter...

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关键词

Larynx,Muscles,Electromyography,Electrodes,Pharynx,Neck,Support vector machines

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