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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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Podrobná bibliografie
Vydáno v:J Med Internet Res
Hlavní autoři: Kasthurirathne, Suranga N, Biondich, Paul G, Grannis, Shaun J, Purkayastha, Saptarshi, Vest, Joshua R, Jones, Josette F
Médium: Artigo
Jazyk:Inglês
Vydáno: JMIR Publications 2019
Témata:
On-line přístup: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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