Classification of hypoglycemic episodes for Type 1 diabetes mellitus based on neural networks

Hypoglycemia is dangerous for Type 1 diabetes mellitus (T1DM) patients. Based on the physiological parameters, we have developed a classification unit with hybridizing the approaches of neural networks and genetic algorithm to identify the presences of hypoglycemic episodes for TIDM patients. The pr...

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Bibliographic Details
Main Authors: Chan, Kit Yan, Ling, S.H., Dillon, Tharam S., Nguyen, H.
Other Authors: Gary Fogel
Format: Conference Paper
Published: IEEE 2010
Online Access:http://hdl.handle.net/20.500.11937/34068