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A study of the effectiveness of machine learning methods for classification of clinical interview fragments into a large number of categories

This study examines the effectiveness of state-of-the-art supervised machine learning methods in conjunction with different feature types for the task of automatic annotation of fragments of clinical text based on codebooks with a large number of categories. We used a collection of motivational inte...

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Bibliografische gegevens
Gepubliceerd in:J Biomed Inform
Hoofdauteurs: Hasan, Mehedi, Kotov, Alexander, Carcone, April, Dong, Ming, Naar, Sylvie, Hartlieb, Kathryn Brogan
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2016
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Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4987168/
https://ncbi.nlm.nih.gov/pubmed/27185608
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jbi.2016.05.004
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