Support-vector classification of low-dose nitrous oxide administration with multi-channel EEG power spectra.

Vrijdag, Xavier C E; Hallum, Luke E; Tonks, Emma I; van Waart, Hanna; Mitchell, Simon J; Sleigh, Jamie W

Vrijdag, Xavier C E; Hallum, Luke E; Tonks, Emma I; van Waart, Hanna; Mitchell, Simon J; Sleigh, Jamie W.

Afiliação

Vrijdag XCE; Department of Anaesthesiology, School of Medicine, University of Auckland, Private Bag 92019, Auckland, 1142, New Zealand. x.vrijdag@auckland.ac.nz.
Hallum LE; Department of Mechanical and Mechatronics Engineering, University of Auckland, Auckland, 1142, New Zealand.
Tonks EI; Department of Mechanical and Mechatronics Engineering, University of Auckland, Auckland, 1142, New Zealand.
van Waart H; Department of Anaesthesiology, School of Medicine, University of Auckland, Private Bag 92019, Auckland, 1142, New Zealand.
Mitchell SJ; Department of Anaesthesiology, School of Medicine, University of Auckland, Private Bag 92019, Auckland, 1142, New Zealand.
Sleigh JW; Department of Anaesthesia, Auckland City Hospital, Auckland, 1023, New Zealand.

J Clin Monit Comput ; 38(2): 363-371, 2024 Apr.

Article em En | MEDLINE | ID: mdl-37440117

Assuntos

Eletroencefalografia; Óxido Nitroso; Humanos; Eletroencefalografia/métodos; Método Simples-Cego; Estudos Cross-Over; Lobo Frontal; Máquina de Vetores de Suporte

Palavras-chave

Anaesthesia; EEG; Machine learning; Monitoring; Nitrous oxide; Support vector machine

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Texto completo: 1 Bases de dados: MEDLINE Assunto principal: Eletroencefalografia / Óxido Nitroso Tipo de estudo: Clinical_trials Limite: Humans Idioma: En Revista: J Clin Monit Comput Assunto da revista: INFORMATICA MEDICA / MEDICINA Ano de publicação: 2024 Tipo de documento: Article País de afiliação: Nova Zelândia

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