Cargando…
Natural language processing for mental health interventions: a systematic review and research framework
Neuropsychiatric disorders pose a high societal cost, but their treatment is hindered by lack of objective outcomes and fidelity metrics. AI technologies and specifically Natural Language Processing (NLP) have emerged as tools to study mental health interventions (MHI) at the level of their constitu...
Autores principales: | Malgaroli, Matteo, Hull, Thomas D., Zech, James M., Althoff, Tim |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10556019/ https://www.ncbi.nlm.nih.gov/pubmed/37798296 http://dx.doi.org/10.1038/s41398-023-02592-2 |
Ejemplares similares
-
Large-scale Analysis of Counseling Conversations: An Application of Natural Language Processing to Mental Health
por: Althoff, Tim, et al.
Publicado: (2016) -
Automatic rating of therapist facilitative interpersonal skills in text: A natural language processing application
por: Zech, James M., et al.
Publicado: (2022) -
The use of natural language processing in detecting and predicting falls within the healthcare setting: a systematic review
por: Trinh, Vincent Quoc-Nam, et al.
Publicado: (2023) -
A Framework for Applying Natural Language Processing in Digital Health Interventions
por: Funk, Burkhardt, et al.
Publicado: (2020) -
A Systematic Review of Application Progress on Machine Learning-Based Natural Language Processing in Breast Cancer over the Past 5 Years
por: Li, Chengtai, et al.
Publicado: (2023)