Tomas Koutny
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Explore the profile of Tomas Koutny including associated specialties, affiliations and a list of published articles.
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9
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10
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Recent Articles
1.
De Falco I, Della Cioppa A, Koutny T, Ubl M, Krcma M, Scafuri U, et al.
Sensors (Basel)
. 2023 Mar;
23(6).
PMID: 36991668
In this paper, we propose an innovative Federated Learning-inspired evolutionary framework. Its main novelty is that this is the first time that an Evolutionary Algorithm is employed on its own...
2.
Ubl M, Koutny T, Della Cioppa A, De Falco I, Tarantino E, Scafuri U
Sensors (Basel)
. 2022 Dec;
22(23).
PMID: 36502149
Diabetes is a heterogeneous group of diseases that share a common trait of elevated blood glucose levels. Insulin lowers this level by promoting glucose utilization, thus avoiding short- and long-term...
3.
Koutny T
Sci Rep
. 2022 Apr;
12(1):5796.
PMID: 35388107
Patient with diabetes must regularly monitor blood glucose level. Drawing a blood sample is a painful and discomfort experience. Alternatively, the patient measures interstitial fluid glucose level with a sensor...
4.
Koutny T, Mayo M
Comput Biol Med
. 2022 Mar;
145:105388.
PMID: 35349798
Background And Objective: Diabetes mellitus manifests as prolonged elevated blood glucose levels resulting from impaired insulin production. Such high glucose levels over a long period of time damage multiple internal...
5.
Koutny T
Comput Methods Programs Biomed
. 2016 Jul;
133:45-54.
PMID: 27393799
We developed a new model of glucose dynamics. The model calculates blood glucose level as a function of transcapillary glucose transport. In previous studies, we validated the model with animal...
6.
Koutny T
Comput Biol Med
. 2014 Aug;
53:171-8.
PMID: 25150823
A diabetic patient occasionally undergoes a detailed monitoring of their glucose levels. Over the course of a few days, a monitoring system provides a detailed track of their interstitial fluid...
7.
Koutny T
Comput Biol Med
. 2013 Nov;
43(11):1680-6.
PMID: 24209913
This study suggests an approach for the comparison and evaluation of particular compartments with modest experimental setup costs. A glucose level prediction model was used to evaluate the compartment's glucose...
8.
Koutny T
IEEE Trans Inf Technol Biomed
. 2011 Dec;
16(1):136-42.
PMID: 22128011
Glucose is an important source of energy for cells. In clinical practice, we measure glucose level in blood and interstitial fluid. Each method has its pros and cons, and both...
9.
Koutny T
Med Hypotheses
. 2011 Sep;
77(6):1034-7.
PMID: 21940105
The pancreas, liver and hypothalamus have a regulatory function in the glucose homeostasis. As the blood glucose level changes, these compartments react and the level changes again. Subsequently to this...