The triple variable index combines information generated over time from common monitoring variables to identify patients expressing distinct patterns of intraoperative physiology.

Schnetz, Michael P; Hochheiser, Harry S; Danks, David J; Landsittel, Douglas P; Vogt, Keith M; Ibinson, James W; Whitehurst, Steven L; McDermott, Sean P; Duque, Melissa Giraldo; Kaynar, Ata M

Schnetz, Michael P; Hochheiser, Harry S; Danks, David J; Landsittel, Douglas P; Vogt, Keith M; Ibinson, James W; Whitehurst, Steven L; McDermott, Sean P; Duque, Melissa Giraldo; Kaynar, Ata M.

Afiliação

Schnetz MP; Department of Anesthesiology, University of Pittsburgh, 3550 Terrace Street, Pittsburgh, PA, 15261, USA. mps93@pitt.edu.
Hochheiser HS; Department of Biomedical Informatics, University of Pittsburgh, 5607 Baum Boulevard, Pittsburgh, PA, 15206, USA.
Danks DJ; Departments of Philosophy and Psychology, Carnegie Mellon University, 5000 Forbes Avenue, Pittsburgh, PA, 15213, USA.
Landsittel DP; Department of Biomedical Informatics, University of Pittsburgh, 5607 Baum Boulevard, Pittsburgh, PA, 15206, USA.
Vogt KM; Department of Anesthesiology, University of Pittsburgh, 3550 Terrace Street, Pittsburgh, PA, 15261, USA.
Ibinson JW; Department of Anesthesiology, University of Pittsburgh, 3550 Terrace Street, Pittsburgh, PA, 15261, USA.
Whitehurst SL; Department of Anesthesiology, University of Pittsburgh, 3550 Terrace Street, Pittsburgh, PA, 15261, USA.
McDermott SP; Department of Anesthesiology, University of Pittsburgh, 3550 Terrace Street, Pittsburgh, PA, 15261, USA.
Duque MG; Department of Anesthesiology, University of Pittsburgh, 3550 Terrace Street, Pittsburgh, PA, 15261, USA.
Kaynar AM; Department of Anesthesiology, University of Pittsburgh, 3550 Terrace Street, Pittsburgh, PA, 15261, USA.

BMC Med Res Methodol ; 19(1): 17, 2019 01 14.

Article em En | MEDLINE | ID: mdl-30642260

Assuntos

Pressão Arterial/fisiologia; Monitores de Consciência; Monitorização Intraoperatória/métodos; Alvéolos Pulmonares/fisiologia; Procedimentos Cirúrgicos Torácicos; Adulto; Ponte Cardiopulmonar/mortalidade; Humanos; Aprendizado de Máquina; Pessoa de Meia-Idade; Medicina Perioperatória

Palavras-chave

Bispectral index; Intraoperative monitoring; K-means clustering; Mean arterial pressure; Minimum alveolar concentration; Perioperative medicine; Postoperative death; Triple low state; Triple variable index; Unsupervised machine learning

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Alvéolos Pulmonares / Monitorização Intraoperatória / Procedimentos Cirúrgicos Torácicos / Monitores de Consciência / Pressão Arterial Tipo de estudo: Prognostic_studies Limite: Adult / Humans / Middle aged Idioma: En Revista: BMC Med Res Methodol Assunto da revista: MEDICINA Ano de publicação: 2019 Tipo de documento: Article País de afiliação: Estados Unidos

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