Výsledky vyhledávání - "Jennifer Wright-Berryman"

Akademický článek

A multimodal dialog approach to mental state characterization in clinically depressed, anxious, and suicidal populations

Autor: Joshua Cohen, Vanessa Richter, Michael Neumann, David Black, Allie Haq, Jennifer Wright-Berryman, Vikram Ramanarayanan

Publikováno v: Frontiers in Psychology, Vol 14 (2023)

BackgroundThe rise of depression, anxiety, and suicide rates has led to increased demand for telemedicine-based mental health screening and remote patient monitoring (RPM) solutions to alleviate the burden on, and enhance the efficiency of, mental he

Externí odkaz: https://doaj.org/article/d70e61e8d37b4071b2c281f3a38b50ad

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Akademický článek

Virtually screening adults for depression, anxiety, and suicide risk using machine learning and language from an open-ended interview

Autor: Jennifer Wright-Berryman, Joshua Cohen, Allie Haq, David P. Black, James L. Pease

Publikováno v: Frontiers in Psychiatry, Vol 14 (2023)

BackgroundCurrent depression, anxiety, and suicide screening techniques rely on retrospective patient reported symptoms to standardized scales. A qualitative approach to screening combined with the innovation of natural language processing (NLP) and

Externí odkaz: https://doaj.org/article/969e30ee335043779378db4eea892aa7

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Akademický článek

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

Autor: Joshua Cohen, Jennifer Wright-Berryman, Lesley Rohlfs, Douglas Trocinski, LaMonica Daniel, Thomas W. Klatt

Publikováno v: Frontiers in Digital Health, Vol 4 (2022)

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

Externí odkaz: https://doaj.org/article/0f33116aab284d2db5d064bb9a39187e

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User Feedback on the Use of a Natural Language Processing Application to Screen for Suicide Risk in the Emergency Department

Autor: James L. Pease, Devyn Thompson, Jennifer Wright-Berryman, Marci Campbell

Publikováno v: The Journal of Behavioral Health Services & Research.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::4cf71b7b9286e609f46d21ff06c9248d
https://doi.org/10.1007/s11414-023-09831-w

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Interprofessional Suicide Prevention Education

Autor: Amanda C, La Guardia, Jennifer, Wright-Berryman, Robert J, Cramer, Andrea R, Kaniuka, Kimberly Adams, Tufts

Publikováno v: Crisis. 43(6)

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=pmid________::4ed2f2ddc63c7c7b05ba5f77b529c3ad
https://pubmed.ncbi.nlm.nih.gov/34519541

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