Short-Term Diabetes Blood Glucose Prediction Based On Blood Glucose Measurements

Marzia Cescon; Fredrik Ståhl; Mona Landin-Olsson; Rolf Johansson

Short-Term Diabetes Blood Glucose Prediction Based On Blood Glucose Measurements

Marzia Cescon, Fredrik Ståhl, Mona Landin-Olsson, Rolf Johansson

Research output: Contribution to conference › Paper, not in proceeding › peer-review

191 Downloads (Pure)

Abstract

Given current glucose value, amount and timing of insulin injections and food intake, is it possible to predict future blood glucose levels with a prediction error of ±20 mg/dL? In the current study an attempt is made to empirically model the glucose-insulin dynamic interplay and to provide model-based short-term predictors suitable for the purpose.

Original language	English
Publication status	Published - 2009
Event	2nd Int. Conference on Advanced Technologies and Treatments for Diabetes 2009 - Athens Duration: 2009 Feb 25 → …

Conference

Conference	2nd Int. Conference on Advanced Technologies and Treatments for Diabetes 2009
Period	2009/02/25 → …

Subject classification (UKÄ)

Other Clinical Medicine

Free keywords

subspace-based identification
biological systems

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

glucoseprediction

DIAdvisor
Ståhl, F. (Researcher), Rönn, M. (Researcher), Cescon, M. (Researcher) & Johansson, R. (PI)
2008/03/01 → 2012/02/29
Project: Research

Cite this

@conference{062c729d5fac46e59a1e5c0733cf1336,

title = "Short-Term Diabetes Blood Glucose Prediction Based On Blood Glucose Measurements",

abstract = "Given current glucose value, amount and timing of insulin injections and food intake, is it possible to predict future blood glucose levels with a prediction error of ±20 mg/dL? In the current study an attempt is made to empirically model the glucose-insulin dynamic interplay and to provide model-based short-term predictors suitable for the purpose.",

keywords = "subspace-based identification, biological systems",

author = "Marzia Cescon and Fredrik St{\aa}hl and Mona Landin-Olsson and Rolf Johansson",

year = "2009",

language = "English",

note = "2nd Int. Conference on Advanced Technologies and Treatments for Diabetes 2009 ; Conference date: 25-02-2009",

}

TY - CONF

T1 - Short-Term Diabetes Blood Glucose Prediction Based On Blood Glucose Measurements

AU - Cescon, Marzia

AU - Ståhl, Fredrik

AU - Landin-Olsson, Mona

AU - Johansson, Rolf

PY - 2009

Y1 - 2009

N2 - Given current glucose value, amount and timing of insulin injections and food intake, is it possible to predict future blood glucose levels with a prediction error of ±20 mg/dL? In the current study an attempt is made to empirically model the glucose-insulin dynamic interplay and to provide model-based short-term predictors suitable for the purpose.

AB - Given current glucose value, amount and timing of insulin injections and food intake, is it possible to predict future blood glucose levels with a prediction error of ±20 mg/dL? In the current study an attempt is made to empirically model the glucose-insulin dynamic interplay and to provide model-based short-term predictors suitable for the purpose.

KW - subspace-based identification

KW - biological systems

M3 - Paper, not in proceeding

T2 - 2nd Int. Conference on Advanced Technologies and Treatments for Diabetes 2009

Y2 - 25 February 2009

ER -

Short-Term Diabetes Blood Glucose Prediction Based On Blood Glucose Measurements

Abstract

Conference

Subject classification (UKÄ)

Free keywords

UN SDGs

Access to Document

Fingerprint

Projects

DIAdvisor

Cite this