Applying machine learning on health record data from general practitioners to predict suicidality

BACKGROUND: Suicidal behaviour is difficult to detect in the general practice. Machine learning (ML) algorithms using routinely collected data might support General Practitioners (GPs) in the detection of suicidal behaviour. In this paper, we applied machine learning techniques to support GPs recogn...

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Vydáno v:Internet Interv
Hlavní autoři: van Mens, Kasper, Elzinga, Elke, Nielen, Mark, Lokkerbol, Joran, Poortvliet, Rune, Donker, Gé, Heins, Marianne, Korevaar, Joke, Dückers, Michel, Aussems, Claire, Helbich, Marco, Tiemens, Bea, Gilissen, Renske, Beekman, Aartjan, de Beurs, Derek
Médium: Artigo
Jazyk:Inglês
Vydáno: Elsevier 2020
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On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7481555/
https://ncbi.nlm.nih.gov/pubmed/32944503
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.invent.2020.100337
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