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Identification of Patients in Need of Advanced Care for Depression Using Data Extracted From a Statewide Health Information Exchange: A Machine Learning Approach

BACKGROUND: As the most commonly occurring form of mental illness worldwide, depression poses significant health and economic burdens to both the individual and community. Different types of depression pose different levels of risk. Individuals who suffer from mild forms of depression may recover wi...

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Detalhes bibliográficos
Publicado no:J Med Internet Res
Main Authors: Kasthurirathne, Suranga N, Biondich, Paul G, Grannis, Shaun J, Purkayastha, Saptarshi, Vest, Joshua R, Jones, Josette F
Formato: Artigo
Idioma:Inglês
Publicado em: JMIR Publications 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6681643/
https://ncbi.nlm.nih.gov/pubmed/31333196
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/13809
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