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Machine learning approaches for predicting high cost high need patient expenditures in health care

BACKGROUND: This paper studies the temporal consistency of health care expenditures in a large state Medicaid program. Predictive machine learning models were used to forecast the expenditures, especially for the high-cost, high-need (HCHN) patients. RESULTS: We systematically tests temporal correla...

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Detalhes bibliográficos
Publicado no:Biomed Eng Online
Main Authors: Yang, Chengliang, Delcher, Chris, Shenkman, Elizabeth, Ranka, Sanjay
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6245495/
https://ncbi.nlm.nih.gov/pubmed/30458798
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12938-018-0568-3
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