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Improving Diagnosis of Depression With XGBOOST Machine Learning Model and a Large Biomarkers Dutch Dataset (n = 11,081)

Machine Learning has been on the rise and healthcare is no exception to that. In healthcare, mental health is gaining more and more space. The diagnosis of mental disorders is based upon standardized patient interviews with defined set of questions and scales which is a time consuming and costly pro...

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Detalles Bibliográficos
Autores principales: Sharma, Amita, Verbeke, Willem J. M. I.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7931945/
https://www.ncbi.nlm.nih.gov/pubmed/33693389
http://dx.doi.org/10.3389/fdata.2020.00015