Blood Glucose Prediction from Nutrition Analytics in Type 1 Diabetes: A Review
Introduction: Type 1 Diabetes (T1D) affects over 9 million worldwide and necessitates
meticulous self-management for blood glucose (BG) control. Utilizing BG prediction …
meticulous self-management for blood glucose (BG) control. Utilizing BG prediction …
A genetic programming-based regression for extrapolating a blood glucose-dynamics model from interstitial glucose measurements and their first derivatives
I De Falco, A Della Cioppa, A Giugliano, A Marcelli… - Applied Soft …, 2019 - Elsevier
This paper illustrates the development and the applicability of an Evolutionary Computation
approach to enhance the treatment of Type-1 diabetic patients that necessitate insulin …
approach to enhance the treatment of Type-1 diabetic patients that necessitate insulin …
Prediction of personalized blood glucose levels in type 1 diabetic patients using a neuroevolution approach
Diabetes mellitus is a lifelong disease in which either the pancreas fails to produce insulin or
the produced amount is insufficient to control blood sugar levels. A way to tackle this …
the produced amount is insufficient to control blood sugar levels. A way to tackle this …
Grammatical evolution-based approach for extracting interpretable glucose-dynamics models
I De Falco, A Della Cioppa, T Koutny… - … IEEE Symposium on …, 2021 - ieeexplore.ieee.org
The quality of life of diabetic patients can be enhanced by devising a personalized control
algorithm, integrated within an artificial pancreas, capable of dosing the insulin. A key action …
algorithm, integrated within an artificial pancreas, capable of dosing the insulin. A key action …
A Grammatical Evolution approach for estimating blood glucose levels
The management of diabetes is a very complex task, hence devising automatic procedures
able to predict the glycemic level can represent a significant step towards the building of an …
able to predict the glycemic level can represent a significant step towards the building of an …
Novel methodological and computational techniques for uncertainty quantification in diabetes short-term management models using real data
An open problem in diabetes clinical practice is determining where and how much insulin
should be administered to a person with diabetes (PwD) and how many carbohydrates they …
should be administered to a person with diabetes (PwD) and how many carbohydrates they …
A computational technique to predict the level of glucose of a diabetic patient with uncertainty in the short term
C Burgos Simón, C Cervigón, JI Hidalgo… - Computational and …, 2020 - Wiley Online Library
On advanced stages of the disease, diabetic patients have to inject insulin doses to maintain
blood glucose levels inside of a healthy range. The decision of how much insulin is injected …
blood glucose levels inside of a healthy range. The decision of how much insulin is injected …