METHOD AND SYSTEM FOR PREDICTING GLUCOSE VALUES AND ALERT GENERATION OF HYPOGLYCAEMIA AND HYPERGLYCEMIA (MACHINE-TRANSLATION BY GOOGLE TRANSLATE, NOT LEGALLY BINDING)
ES2900099
Method and system for predicting glucose values and generation of hypoglycaemia alerts and hyperglycemia. The control of blood glucose is a difficult task that people with diabetes often have to perform by themselves. A precise and timely prediction is vital to make decisions and recommend corrective actions. Therefore, there is a need to develop effective and precise prediction methods of glucose value that allows to develop blood-level control systems in a secure manner using simple and comfortable devices for the patient. The present invention describes a non-invasive method and system for the prediction of glucose values, based on estimation from measuring variables with an activity bracelet. The system uses variables that are not directly related to glucose to estimate and predict glucose values and generates alertness to hazardous situations of hypoglycaemia and hyperglycemia.

ADVANTAGES The technique presents a novel approach with the combined use of Wavelet Transforms, Deep Learning, Genetic Programming, Evolutionary Grammars and Systems based on Fuzzy Logic, which they give it a precise prediction potential that allows the generation of alarms to the user with time to make behavioral changes avoiding hypoglycemia and hyperglycemia. APPLICATIONS Insulin guideline recommendation systems and alert systems for people with diabetes. Recommendation systems for athletes.



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