Abstract
Data on hospitalization expense for coronary heart disease from 2009 to 2010 in one tertiary hospital were taken as examples, so as to construct fitting models for hospitalization expense based on BP neural network. Sensitivity analysis of influence factors was executed to evaluate the effect degrees of influence factors on hospitalization expense. The purpose of this study was to evaluate application value of BP neural network used in hospitalization expense study, explore the analyze and evaluation method fitting for the construction and character of hospitalization expense, use medical costs rationally and control irrationally increase of hospitalization expense. The results showed that the main influence factors of hospitalization expense were hospitalization days, treatment outcome, times of rescuing and age, the comprehensive influences of which were 0.83101, 0.76113, 0.73227 and 0.44537 respectively.
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References
Ge, Z., Sun, Z.: Neural network theory and MATLAB R2007 simulation, pp. 1–2. Electrics Industry, Beijing (2007)
Liu, B.: Research of model construction for hospitalization expense based on BP neural network. Zhejiang University (2006)
Jiang, Y., Yin, J.: The study of reasons and countermeasures for rapid rise of medical service costs. Cost Theory and Application (2006)
Wang, J., Li, M., Hu, Y., et al.: The Analysis on the Influencing Factors of Hospitalization Expenses of the Patients with Gastric Cancer by Using BP Neural Network. Chinese Journal of Health Statistics 26(5), 499–501 (2009)
Rumelart, D.E., Meclelland, J.L., The PDP Research Group (eds.): Parallel Distributed Processing, vol. 1, 2. The M.I.T.Press, Cambrige (1986)
SPSS Inc. Neural Network Algorithms.Chicago, Illinois, pp. 15-17 (2003)
Chen, Y.: Improved algorithms of BP neural network and application. University of electronic science and technology of China (2003)
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© 2011 Springer-Verlag Berlin Heidelberg
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Chen, C., Yin, S., Wang, D., Wu, J., Wang, G. (2011). The Application of BP Neural Network in Hospitalization Expense Research. In: Jin, D., Lin, S. (eds) Advances in Multimedia, Software Engineering and Computing Vol.2. Advances in Intelligent and Soft Computing, vol 129. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-25986-9_11
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DOI: https://doi.org/10.1007/978-3-642-25986-9_11
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-25985-2
Online ISBN: 978-3-642-25986-9
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