Search Results for author: Kirsten Bolton

Found 3 papers, 0 papers with code

Distinguishing Clinical Sentiment: The Importance of Domain Adaptation in Psychiatric Patient Health Records

no code implementations WS 2019 Eben Holderness, Philip Cawkwell, Kirsten Bolton, James Pustejovsky, Mei-Hua Hall

In this study, we undertook, to our knowledge, the first domain adaptation of sentiment analysis to psychiatric EHRs by defining psychiatric clinical sentiment, performing an annotation project, and evaluating multiple sentence-level sentiment machine learning (ML) models.

Decision Making Domain Adaptation +1

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