Evaluation of type-2 diabetes progress in adult patients by using predictive algorithms

Nieto-Chaupis, Huber; Matta, Hernán H.

doi:10.1109/etcm.2016.7750811

Cited by 3 publications

(3 citation statements)

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“…When diabetes is not under control, it triggers irreversible and unexpected complications. One of them is the so-called diabetic kidney disease (DKD) which might be the most strong a complication of diabetes [5] [6] [7] [8][9] [10]. In most cases it has as consequence the permanent damage of kidney, so that the patients would pass to the phase of dialysis, fact which would deteriorate their quality of life imminently [11] [12] [13].…”

Section: A Motivation Of the Papermentioning

confidence: 99%

“…The data server makes estimates by using a predictive algorithm (see next section). According to the results of the predictions, the server sends a text message to nurse [1][3] [7]. In this manner, nurse performs intervention consisting in a plan of visits continuously.…”

Section: A the E-health Functionalitymentioning

confidence: 99%

“…where W j , ρ j , γ j and β j are related to the patient's behavior. As proposed in [7], the stability of the diabetes patient would depend on the full control of these parameters in order to avoid a rapid growth of glucose in short periods of time. For instance, all of them are well determined by the psychology of patient as well as by its aptitude to face the possible apparition of unexpected complications due to the progress of disease.…”

Section: A Mathematical Model As Basis Of System's Softwarementioning

confidence: 99%

See 2 more Smart Citations

Anticipating Diabetic Kidney Disease Through Measurements of Albumin in Diabetes Patients

Nieto-Chaupis¹

2017

Proceedings of the 10th EAI International Conference on Bio-Inspired Information and Communications Technologies (Formerly BION

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We have proposed a system based in the continuous measurement of albumin in type-2 diabetes patients whose diagnosis was done 5 years ago or more. The main idea of this investigation consists in a plan of visits by the nurse to the localizations of the patients, in order to collect samples of urine and blood. From the results of lab, endocrinologist or nephrologist can provide an accurate prescription in order to anticipate the apparition of the diabetic kidney disease, particularly in those patients with a diagnosis of more than 10 years. We focus in those patients from Peri-urban areas of big cities, where most of them are not motivated to attend a public hospital due to the logistic involved and others aspects against the well-being of patient. When this system is used, the simulations has shown that 4 of 17 patients might surpass any type of kidney complications in the middle term.

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