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Modeling of urea concentration in serum after hemodialysis

Nowak P., Szczepaniak P. S., Filutowicz J., Ojha P. C.

Journal of Medical Informatics & Technologies

2001

Vol. 2, Part. 2

SN9--SN14

The paper presents a general review of two approaches to modeling of urea concentration in serum after hemodialysis. The first approach is a well-established classic method, widely accepted by medical staff dealing with practical nephrology. The other one utilises the power of artificial neural networks, which is a novel application to that field. Unlike classic models that base on theoretical investigation, this technique uses only a number of data from previous treatment to construct a model through so called learning from examples.