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Machine learning for psychiatric patient triaging: an investigation of cascading classifiers

OBJECTIVE: Develop an approach, One-class-at-a-time, for triaging psychiatric patients using machine learning on textual patient records. Our approach aims to automate the triaging process and reduce expert effort while providing high classification reliability. MATERIALS AND METHODS: The One-class-...

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Detalhes bibliográficos
Publicado no:J Am Med Inform Assoc
Main Authors: Singh, Vivek Kumar, Shrivastava, Utkarsh, Bouayad, Lina, Padmanabhan, Balaji, Ialynytchev, Anna, Schultz, Susan K
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6213089/
https://ncbi.nlm.nih.gov/pubmed/30380082
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocy109
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