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Novel Use of Natural Language Processing (NLP) to Predict Suicidal Ideation and Psychiatric Symptoms in a Text-Based Mental Health Intervention in Madrid

Natural language processing (NLP) and machine learning were used to predict suicidal ideation and heightened psychiatric symptoms among adults recently discharged from psychiatric inpatient or emergency room settings in Madrid, Spain. Participants responded to structured mental and physical health i...

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Detalles Bibliográficos
Autores principales: Cook, Benjamin L., Progovac, Ana M., Chen, Pei, Mullin, Brian, Hou, Sherry, Baca-Garcia, Enrique
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5056245/
https://www.ncbi.nlm.nih.gov/pubmed/27752278
http://dx.doi.org/10.1155/2016/8708434