Title
Continuous Surveillance by Tele-consults Based on Monte Carlo Algorithms to Anticipate and Lessen Risk Levels Due to Type-2 Diabetes Complications
Date Issued
05 October 2018
Access level
metadata only access
Resource Type
conference paper
Author(s)
NIETO CHAUPIS, HUBER AMANCIO
Publisher(s)
Institute of Electrical and Electronics Engineers Inc.
Abstract
We present a computer-based eHealth system expected to provide tele-consults aimed to reduce complications due to the diabetes disease in adult population mainly between 30 and 60 years old. The software of the tele-consultations system which is essentially based in probabilities and entirely based in the Monte Carlo technology whose main philosophy: accept or reject, This stochastic computing method is supported with a mathematical model which is build through acquired data and experience that allows us to model and carry out predictions on the glucose's values in time within a certain statistical error. The idea behind of this eHealth system is the rapid identification of those people with a potential risk to acquire complications derived from the high values of glucose in time. The conclusion derived from this computer-based study is that of the opportune intervention derived from the tele-consultations might alleviate and to improve the diabetes treatment by employing simple mobile phones and minimal software applications. We illustrated the prospective implementation of this tele-care system with simulations for people with an old diagnosis of diabetes and demonstrating the prospective role o these eHealth systems aimed to improve the quality of life in the middle and long term. From a combined sample 3 from 4 diabetes patients might be keeping under control their glucose's values with a continuous assistance of the proposed eHealth system.
Language
English
OCDE Knowledge area
Ingeniería de sistemas y comunicaciones
Endocrinología, Metabolismo (incluyendo diabetes, hormonas)
Subjects
Scopus EID
2-s2.0-85056470121
ISBN of the container
9781538667408
Conference
2018 IEEE 1st Colombian Conference on Applications in Computational Intelligence, ColCACI 2018 - Proceedings
Sources of information:
Directorio de Producción Científica
Scopus