Tomas Koutny

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 23

Top Topics

Diabetic Patients

Grammatical Evolution

Top Venues

Comput. Biol. Medicine

Publications

Ivanoe De Falco, Antonio Della Cioppa, Tomas Koutny, Umberto Scafuri, Ernesto Tarantino
Model-Free-Communication Federated Learning: Framework and application to Precision Medicine. Biomed. Signal Process. Control. 87 (Part B) (2024)
Ivanoe De Falco, Antonio Della Cioppa, Tomas Koutny, Martin Ubl, Michal Krcma, Umberto Scafuri, Ernesto Tarantino
A Federated Learning-Inspired Evolutionary Algorithm: Application to Glucose Prediction. Sensors 23 (6) (2023)
Antonio Della Cioppa, Ivan De Falco, Tomas Koutny, Umberto Scafuri, Martin Ubl, Ernesto Tarantino
Reducing high-risk glucose forecasting errors by evolving interpretable models for Type 1 diabetes. Appl. Soft Comput. 134 (2023)
Martin Ubl, Tomas Koutny
A Novel Approach to Multi-Compartmental Model Implementation to Achieve Metabolic Model Identifiability on Patient's CGM Data. EUSPN/ICTH (2022)
Ivanoe De Falco, Antonio Della Cioppa, Tomas Koutny, Umberto Scafuri, Ernesto Tarantino, Martin Ubl
An Evolution-based Machine Learning Approach for Inducing Glucose Prediction Models. ISCC (2022)
Martin Ubl, Tomas Koutny, Antonio Della Cioppa, Ivanoe De Falco, Ernesto Tarantino, Umberto Scafuri
Distributed Assessment of Virtual Insulin-Pump Settings Using SmartCGMS and DMMS.R for Diabetes Treatment. Sensors 22 (23) (2022)
Tomas Koutny, Michael Mayo
Predicting glucose level with an adapted branch predictor. Comput. Biol. Medicine 145 (2022)
Ivanoe De Falco, Antonio Della Cioppa, Tomas Koutny, Umberto Scafuri, Ernesto Tarantino, Martin Ubl
Grammatical Evolution-Based Approach for Extracting Interpretable Glucose-Dynamics Models. ISCC (2021)
Michael Mayo, Tomas Koutny
Neural Multi-class Classification Approach to Blood Glucose Level Forecasting with Prediction Uncertainty Visualisation. KDH@ECAI (2020)
Tomas Koutny, Martin Ubl
SmartCGMS as a Testbed for a Blood-Glucose Level Prediction and/or Control Challenge with (an FDA-Accepted) Diabetic Patient Simulation. EUSPN/ICTH (2020)
Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino, Antonio Della Cioppa, Tomas Koutny, Michal Krcma
A Grammatical Evolution Approach for Estimating Blood Glucose Levels. GLOBECOM (Workshops) (2020)
Ivanoe De Falco, Antonio Della Cioppa, A. Giugliano, Angelo Marcelli, Tomas Koutny, Michal Krcma, Umberto Scafuri, Ernesto Tarantino
A genetic programming-based regression for extrapolating a blood glucose-dynamics model from interstitial glucose measurements and their first derivatives. Appl. Soft Comput. 77 (2019)
Martin Ubl, Tomas Koutny
SmartCGMS as an Environment for an Insulin-Pump Development with FDA-Accepted In-Silico Pre-Clinical Trials. EUSPN/ICTH (2019)
Tomas Koutny, Antonio Della Cioppa, Ivanoe De Falco, Ernesto Tarantino, Umberto Scafuri, Michal Krcma
De-randomized Meta-Differential Evolution for Calculating and Predicting Glucose Levels. CBMS (2019)
Tomas Koutny, Martin Ubl, Ivan De Falco, Ernesto Tarantino, Umberto Scafuri, Antonio Della Cioppa, Michal Krcma
Comparing the PaGMO Framework to a De-randomized Meta-Differential Evolution on Calculation and Prediction of Glucose Levels. ISCC (2019)
Ivanoe De Falco, Antonio Della Cioppa, Tomas Koutny, Michal Krcma, Umberto Scafuri, Ernesto Tarantino
An Evolutionary Approach for Estimating the Blood Glucose by Exploiting Interstitial Glucose Measurements. HEALTHINF (2018)
Tomas Koutny, Martin Ubl
Parallel software architecture for the next generation of glucose monitoring. EUSPN/ICTH (2018)
Ivanoe De Falco, Antonio Della Cioppa, Tomas Koutny, Michal Krcma, Umberto Scafuri, Ernesto Tarantino
Genetic Programming-based induction of a glucose-dynamics model for telemedicine. J. Netw. Comput. Appl. 119 (2018)
Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino, Antonio Della Cioppa, A. Giugliano, Tomas Koutny, Michal Krcma
An evolutionary methodology for estimating blood glucose levels from interstitial glucose measurements and their derivatives. ISCC (2018)
Tomas Koutny
Modelling of Glucose Dynamics for Diabetes. IWBBIO (1) (2017)
Jan Strnadek, Tomas Koutny, Josef Kohout
Introducing the effect of aging into the Honey Bee Mating Optimization to determine parameters for blood glucose level calculation. HSI (2016)
Tomas Koutny
Using meta-differential evolution to enhance a calculation of a continuous blood glucose level. Comput. Methods Programs Biomed. 133 (2016)
Tomas Koutny, Michal Krcma, Josef Kohout, Petr Jezek, Jana Varnusková, Petr Vcelak, Jan Strnadek
On-line Blood Glucose Level Calculation. EUSPN/ICTH (2016)
Tomas Koutny
Experience with Lamport Clock Ordered Events with Intel Threading Building Blocks in a Glucose-Level Prediction Software. IWBBIO (2014)
Tomas Koutny
Blood glucose level reconstruction as a function of transcapillary glucose transport. Comput. Biol. Medicine 53 (2014)
Tomas Koutny
Glucose predictability, blood capillary permeability, and glucose utilization rate in subcutaneous, skeletal muscle, and visceral fat tissues. Comput. Biol. Medicine 43 (11) (2013)
Tomas Koutny
Prediction of Interstitial Glucose Level. IEEE Trans. Inf. Technol. Biomed. 16 (1) (2012)
Tomas Koutny, Jirí Safarík
Maintaining Communication Channels for Migrating Processes in the Environment of Active Networks. Parallel and Distributed Computing and Networks (2005)
Tomas Koutny, Jirí Safarík
Gradient Method with Topology Discovery for Load-Balancing in Active Networks. ECBS (2004)
Václav Snásel, Tomas Koutny
Algebra of Pattern Matching Problems. Stringology (1997)