Automatic Classification of Diagnosis-Related Groups Using ANN and XGBoost Models

Author:

Santana-Velásquez AngelowerORCID,Duitama M. John FreddyORCID,Arias-Londoño Julián D.ORCID

Publisher

Springer International Publishing

Reference17 articles.

1. Gómez Montoya, L.F., Duque Roldán, M.I., Carmona López, J.: La información contable y de costos en las entidades de salud: una herramienta para su transformación (2008) (in Spanish)

2. Rivero Cuadrado, A.: Análisis y desarrollo de los gdr en el sistema nacional de salud. Ministerio de Sanidad y Consumo 70 (1999) (in Spanish)

3. Aiello, F.A., Roddy, S.P.: Inpatient coding and the diagnosis-related group. J. Vascular Surg. 66(5), 1621–1623 (2017)

4. Quentin, W., Geissler, A., Scheller-Kreinsen, D., Busse, R.: Understanding DRGs and DRG-based hospital payment in Europe. In: Diagnosis-Related groups in Europe: Moving Towards Transparency, Efficiency and Quality in Hospitals. Open University Press and McGraw Hill: Berkshire, England, pp. 23–36 (2011)

5. Schreyögg, J., Tiemann, O., Busse, R.: Cost accounting to determine prices: how well do prices reflect costs in the German DRG-system? Health Care Manag. Sci. 9(3), 269–279 (2006)

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