Incidence of suicidality in people with depression over a 10-year period treated by a large UK mental health service provider

Journal article

In recent years, state-of-the-art clinical Natural Language Processing (NLP), as in other domains, has been dominated by neural networks and other statistical models. In contrast to the unstructured nature of Electronic Health Record (EHR) text, biomedical knowledge is increasingly available in structured and codified forms, underpinned by curated databases, machine-readable clinical guidelines, and logically defined terminologies. This thesis examines the incorporation of external medical kn...

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Authors: Francis, ER; de Freitas, DF; Colling, C; Pritchard, M; Kadra-Scalzo, G

• Publication status: Published
• Peer review status: Peer reviewed
• Publisher: Cambridge University Press
• Journal: BJPsych Open
• Volume: 7
• Issue: 6
• Pages: e223
• Article number: e223
• Publication date: 2021-11-24
• DOI: 10.1192/bjo.2021.1054
• EISSN: 2056-4724
• ISSN: 2056-4724
• Language: English
• Keywords: Poison control; Medicine; Suicide ideation; Incidence (geometry); Mental healthcare; Psychiatry; Depression (economics); Environmental health; Suicidal ideation; Psychology; Suicide prevention; Population; Mental health; Medical emergency