Integration and Validation of a Natural Language Processing Machine Learning Suicide Risk Prediction Model Based on Open-Ended Interview Language in the Emergency Department

BackgroundEmergency departments (ED) are an important intercept point for identifying suicide risk and connecting patients to care, however, more innovative, person-centered screening tools are needed. Natural language processing (NLP) -based machine learning (ML) techniques have shown promise to as...

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Main Authors: Joshua Cohen (Author), Jennifer Wright-Berryman (Author), Lesley Rohlfs (Author), Douglas Trocinski (Author), LaMonica Daniel (Author), Thomas W. Klatt (Author)
Format: Book
Published: Frontiers Media S.A., 2022-02-01T00:00:00Z.
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