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A machine learning algorithm to differentiate bipolar disorder from major depressive disorder using an online mental health questionnaire and blood biomarker data.
Tomasik, Jakub; Han, Sung Yeon Sarah; Barton-Owen, Giles; Mirea, Dan-Mircea; Martin-Key, Nayra A; Rustogi, Nitin; Lago, Santiago G; Olmert, Tony; Cooper, Jason D; Ozcan, Sureyya; Eljasz, Pawel; Thomas, Grégoire; Tuytten, Robin; Metcalfe, Tim; Schei, Thea S; Farrag, Lynn P; Friend, Lauren V; Bell, Emily; Cowell, Dan; Bahn, Sabine.
  • Tomasik J; Department of Chemical Engineering and Biotechnology, University of Cambridge, Cambridge, UK. jt455@cam.ac.uk.
  • Han SYS; Department of Chemical Engineering and Biotechnology, University of Cambridge, Cambridge, UK.
  • Barton-Owen G; Psyomics Ltd, Cambridge, UK.
  • Mirea DM; Department of Chemical Engineering and Biotechnology, University of Cambridge, Cambridge, UK.
  • Martin-Key NA; Princeton Neuroscience Institute, Princeton University, Princeton, New Jersey, USA.
  • Rustogi N; Department of Chemical Engineering and Biotechnology, University of Cambridge, Cambridge, UK.
  • Lago SG; Department of Chemical Engineering and Biotechnology, University of Cambridge, Cambridge, UK.
  • Olmert T; Department of Chemical Engineering and Biotechnology, University of Cambridge, Cambridge, UK.
  • Cooper JD; Department of Chemical Engineering and Biotechnology, University of Cambridge, Cambridge, UK.
  • Ozcan S; University of California San Diego School of Medicine, San Diego, California, USA.
  • Eljasz P; Department of Chemical Engineering and Biotechnology, University of Cambridge, Cambridge, UK.
  • Thomas G; Owlstone Medical Ltd, Cambridge, UK.
  • Tuytten R; Department of Chemical Engineering and Biotechnology, University of Cambridge, Cambridge, UK.
  • Metcalfe T; Department of Chemistry, Middle East Technical University, Ankara, Turkey.
  • Schei TS; Department of Chemical Engineering and Biotechnology, University of Cambridge, Cambridge, UK.
  • Farrag LP; SQU4RE, Roeselare, Belgium.
  • Friend LV; Metabolomic Diagnostics, Little Island, Cork, Ireland.
  • Bell E; Psyomics Ltd, Cambridge, UK.
  • Cowell D; Psyomics Ltd, Cambridge, UK.
  • Bahn S; Psyomics Ltd, Cambridge, UK.
Transl Psychiatry ; 11(1): 41, 2021 01 12.
Article en En | MEDLINE | ID: mdl-33436544
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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Trastorno Bipolar / Trastorno Depresivo Mayor Tipo de estudio: Diagnostic_studies / Prognostic_studies Límite: Humans Idioma: En Año: 2021 Tipo del documento: Article
Texto completo
Imprimir
XML
PubMed Links
Search on Google

Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Trastorno Bipolar / Trastorno Depresivo Mayor Tipo de estudio: Diagnostic_studies / Prognostic_studies Límite: Humans Idioma: En Año: 2021 Tipo del documento: Article