Two-stage binary classifier for neuromuscular disorders using surface electromyography feature extraction and selection.

Lee, Jun-Woo; Shin, Myung-Jun; Jang, Myung-Hun; Jeong, Weui-Bong; Ahn, Se-Jin

Lee, Jun-Woo; Shin, Myung-Jun; Jang, Myung-Hun; Jeong, Weui-Bong; Ahn, Se-Jin.

Afiliación

Lee JW; School of Mechanical Engineering, Punsan National University, Busan, Republic of Korea.
Shin MJ; Department of Rehabilitation Medicine, Pusan National University Hospital, Busan, Republic of Korea.
Jang MH; Department of Rehabilitation Medicine, Pusan National University Hospital, Busan, Republic of Korea.
Jeong WB; School of Mechanical Engineering, Punsan National University, Busan, Republic of Korea.
Ahn SJ; Division of Energy and Electric Engineering, Uiduk University, Gyeungju, Republic of Korea. Electronic address: sjahn@uu.ac.kr.

Med Eng Phys ; 98: 65-72, 2021 12.

Article en En | MEDLINE | ID: mdl-34848040

Asunto(s)

Algoritmos; Contracción Isométrica; Electromiografía; Humanos; Contracción Isométrica/fisiología; Fatiga Muscular/fisiología; Músculo Esquelético/fisiología

Palabras clave

Feature extraction; Feature selection; Machine learning; Neuromuscular disorders; Surface electromyography

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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Algoritmos / Contracción Isométrica Límite: Humans Idioma: En Revista: Med Eng Phys Asunto de la revista: BIOFISICA / ENGENHARIA BIOMEDICA Año: 2021 Tipo del documento: Article

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