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Diagnostic and prognostic capabilities of a biomarker and EMR-based machine learning algorithm for sepsis.
Taneja, Ishan; Damhorst, Gregory L; Lopez-Espina, Carlos; Zhao, Sihai Dave; Zhu, Ruoqing; Khan, Shah; White, Karen; Kumar, James; Vincent, Andrew; Yeh, Leon; Majdizadeh, Shirin; Weir, William; Isbell, Scott; Skinner, James; Devanand, Manubolo; Azharuddin, Syed; Meenakshisundaram, Rajamurugan; Upadhyay, Riddhi; Syed, Anwaruddin; Bauman, Thomas; Devito, Joseph; Heinzmann, Charles; Podolej, Gregory; Shen, Lanxin; Timilsina, Sanjay Sharma; Quinlan, Lucas; Manafirasi, Setareh; Valera, Enrique; Reddy, Bobby; Bashir, Rashid.
Afiliação
  • Taneja I; Prenosis Inc., Chicago, Illinois, USA.
  • Damhorst GL; Prenosis Inc., Chicago, Illinois, USA.
  • Lopez-Espina C; Department of Medicine, Emory University, Atlanta, Georgia, USA.
  • Zhao SD; Prenosis Inc., Chicago, Illinois, USA.
  • Zhu R; Department of Statistics, University of Illinois at Urbana-Champaign, Champaign, Illinois, USA.
  • Khan S; Department of Statistics, University of Illinois at Urbana-Champaign, Champaign, Illinois, USA.
  • White K; Prenosis Inc., Chicago, Illinois, USA.
  • Kumar J; Biomedical Research Center, Carle Foundation Hospital, Urbana, Illinois, USA.
  • Vincent A; Biomedical Research Center, Carle Foundation Hospital, Urbana, Illinois, USA.
  • Yeh L; OSF Saint Francis Medical Center, Peoria, Illinois, USA.
  • Majdizadeh S; OSF Saint Francis Medical Center, Peoria, Illinois, USA.
  • Weir W; Biomedical Research Center, Carle Foundation Hospital, Urbana, Illinois, USA.
  • Isbell S; Biomedical Research Center, Carle Foundation Hospital, Urbana, Illinois, USA.
  • Skinner J; Department of Pathology, Saint Louis University School of Medicine, St. Louis, Missouri, USA.
  • Devanand M; Biomedical Research Center, Carle Foundation Hospital, Urbana, Illinois, USA.
  • Azharuddin S; Biomedical Research Center, Carle Foundation Hospital, Urbana, Illinois, USA.
  • Meenakshisundaram R; Biomedical Research Center, Carle Foundation Hospital, Urbana, Illinois, USA.
  • Upadhyay R; Biomedical Research Center, Carle Foundation Hospital, Urbana, Illinois, USA.
  • Syed A; Biomedical Research Center, Carle Foundation Hospital, Urbana, Illinois, USA.
  • Bauman T; OSF Saint Francis Medical Center, Peoria, Illinois, USA.
  • Devito J; OSF Saint Francis Medical Center, Peoria, Illinois, USA.
  • Heinzmann C; OSF Saint Francis Medical Center, Peoria, Illinois, USA.
  • Podolej G; OSF Saint Francis Medical Center, Peoria, Illinois, USA.
  • Shen L; OSF Saint Francis Medical Center, Peoria, Illinois, USA.
  • Timilsina SS; Prenosis Inc., Chicago, Illinois, USA.
  • Quinlan L; Prenosis Inc., Chicago, Illinois, USA.
  • Manafirasi S; Prenosis Inc., Chicago, Illinois, USA.
  • Valera E; Prenosis Inc., Chicago, Illinois, USA.
  • Reddy B; Department of Bioengineering, University of Illinois at Urbana-Champaign, Champaign, Illinois, USA.
  • Bashir R; Prenosis Inc., Chicago, Illinois, USA.
Clin Transl Sci ; 14(4): 1578-1589, 2021 07.
Article em En | MEDLINE | ID: mdl-33786999
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Sepse / Diagnóstico Precoce / Registros Eletrônicos de Saúde / Aprendizado de Máquina Tipo de estudo: Clinical_trials / Diagnostic_studies / Observational_studies / Prognostic_studies / Risk_factors_studies / Screening_studies Limite: Aged / Female / Humans / Male / Middle aged Idioma: En Revista: Clin Transl Sci Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Estados Unidos
Texto completo
Imprimir
XML
PubMed Links
Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Sepse / Diagnóstico Precoce / Registros Eletrônicos de Saúde / Aprendizado de Máquina Tipo de estudo: Clinical_trials / Diagnostic_studies / Observational_studies / Prognostic_studies / Risk_factors_studies / Screening_studies Limite: Aged / Female / Humans / Male / Middle aged Idioma: En Revista: Clin Transl Sci Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Estados Unidos