Physiological interference reduction for near infrared spectroscopy brain activity measurement based on recursive least squares adaptive filtering and least squares support vector machines.

Liu, Xin; Zhang, Yan; Liu, Dan; Wang, Qisong; Bai, Ou; Sun, Jinwei; Rolfe, Peter

Liu, Xin; Zhang, Yan; Liu, Dan; Wang, Qisong; Bai, Ou; Sun, Jinwei; Rolfe, Peter.

Afiliação

Liu X; School of Transportation Science and Engineering, Harbin Institute of Technology , Harbin , China.
Zhang Y; School of Electrical Engineering and Automaton, Harbin Institute of Technology , Harbin , China.
Liu D; School of Electrical Engineering and Automaton, Harbin Institute of Technology , Harbin , China.
Wang Q; School of Electrical Engineering and Automaton, Harbin Institute of Technology , Harbin , China.
Bai O; Department of Electrical and Computer Engineering, Florida International University , Miami , USA.
Sun J; School of Electrical Engineering and Automaton, Harbin Institute of Technology , Harbin , China.
Rolfe P; School of Electrical Engineering and Automaton, Harbin Institute of Technology , Harbin , China.

Comput Assist Surg (Abingdon) ; 24(sup1): 160-166, 2019 10.

Article em En | MEDLINE | ID: mdl-30689430

Assuntos

Encéfalo/fisiologia; Análise dos Mínimos Quadrados; Espectroscopia de Luz Próxima ao Infravermelho; Máquina de Vetores de Suporte; Algoritmos; Hemoglobinas/metabolismo; Humanos; Método de Monte Carlo

Palavras-chave

Near infrared spectroscopy; adaptive filtering; least squares support vector machine; physiological interference; recursive least squares

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Encéfalo / Análise dos Mínimos Quadrados / Espectroscopia de Luz Próxima ao Infravermelho / Máquina de Vetores de Suporte Tipo de estudo: Health_economic_evaluation Limite: Humans Idioma: En Ano de publicação: 2019 Tipo de documento: Article

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