Using a national surgical database to predict complications following posterior lumbar surgery and comparing the area under the curve and F1-score for the assessment of prognostic capability.

DeVries, Zachary; Locke, Eric; Hoda, Mohamad; Moravek, Dita; Phan, Kim; Stratton, Alexandra; Kingwell, Stephen; Wai, Eugene K; Phan, Philippe

DeVries, Zachary; Locke, Eric; Hoda, Mohamad; Moravek, Dita; Phan, Kim; Stratton, Alexandra; Kingwell, Stephen; Wai, Eugene K; Phan, Philippe.

Afiliação

DeVries Z; Ottawa Spine Collaborative Analytics Network, The Ottawa Hospital, Ottawa, ON, Canada K1Y 4E9.
Locke E; Ottawa Spine Collaborative Analytics Network, The Ottawa Hospital, Ottawa, ON, Canada K1Y 4E9.
Hoda M; Ottawa Spine Collaborative Analytics Network, The Ottawa Hospital, Ottawa, ON, Canada K1Y 4E9.
Moravek D; Ottawa Spine Collaborative Analytics Network, The Ottawa Hospital, Ottawa, ON, Canada K1Y 4E9; Ottawa Hospital Research Institute, Ottawa, ON, Canada K1Y 4E9.
Phan K; Ottawa Spine Collaborative Analytics Network, The Ottawa Hospital, Ottawa, ON, Canada K1Y 4E9.
Stratton A; Ottawa Spine Collaborative Analytics Network, The Ottawa Hospital, Ottawa, ON, Canada K1Y 4E9; Division of Orthopaedic Surgery, Department of Surgery, Faculty of Medicine, University of Ottawa, The Ottawa Hospital, 1053 Carling Avenue, Ottawa, ON, Canada K1Y 4E9.
Kingwell S; Ottawa Spine Collaborative Analytics Network, The Ottawa Hospital, Ottawa, ON, Canada K1Y 4E9; Division of Orthopaedic Surgery, Department of Surgery, Faculty of Medicine, University of Ottawa, The Ottawa Hospital, 1053 Carling Avenue, Ottawa, ON, Canada K1Y 4E9.
Wai EK; Ottawa Spine Collaborative Analytics Network, The Ottawa Hospital, Ottawa, ON, Canada K1Y 4E9; Division of Orthopaedic Surgery, Department of Surgery, Faculty of Medicine, University of Ottawa, The Ottawa Hospital, 1053 Carling Avenue, Ottawa, ON, Canada K1Y 4E9; Clinical Epidemiology Program, Ottaw
Phan P; Ottawa Spine Collaborative Analytics Network, The Ottawa Hospital, Ottawa, ON, Canada K1Y 4E9; Ottawa Hospital Research Institute, Ottawa, ON, Canada K1Y 4E9; Division of Orthopaedic Surgery, Department of Surgery, Faculty of Medicine, University of Ottawa, The Ottawa Hospital, 1053 Carling Avenue,

Spine J ; 21(7): 1135-1142, 2021 07.

Article em En | MEDLINE | ID: mdl-33601012

Assuntos

Complicações Pós-Operatórias; Coluna Vertebral; Humanos; América do Norte; Complicações Pós-Operatórias/diagnóstico; Complicações Pós-Operatórias/epidemiologia; Complicações Pós-Operatórias/etiologia; Prognóstico; Estudos Retrospectivos

Palavras-chave

Area under the curve; Complications; F1-score; Logistic regression; Machine learning; Predictive accuracy

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Complicações Pós-Operatórias / Coluna Vertebral Tipo de estudo: Diagnostic_studies / Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Humans País/Região como assunto: America do norte Idioma: En Revista: Spine J Assunto da revista: ORTOPEDIA Ano de publicação: 2021 Tipo de documento: Article

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google