Tomas Koutny - RankMe

31 papers B 2C 5Journal 11Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	Online Simulation of a Diabetic-Patient Metabolism and a Realistic Meal Composition. CBMS Tomas Koutny, Martin Ubl
2024	J	`jnl`	Model-Free-Communication Federated Learning: Framework and application to Precision Medicine. Biomed. Signal Process. Control. Ivanoe De Falco, Antonio Della Cioppa, Tomas Koutny, Umberto Scafuri, Ernesto Tarantino
2023	J	`jnl`	A Federated Learning-Inspired Evolutionary Algorithm: Application to Glucose Prediction. Sensors Ivanoe De Falco, Antonio Della Cioppa, Tomas Koutny, Martin Ubl, Michal Krcma, Umberto Scafuri, Ernesto Tarantino
2023	J	`jnl`	Reducing high-risk glucose forecasting errors by evolving interpretable models for Type 1 diabetes. Appl. Soft Comput. Antonio Della Cioppa, Ivan De Falco, Tomas Koutny, Umberto Scafuri, Martin Ubl, Ernesto Tarantino
2022	—	`conf`	A Novel Approach to Multi-Compartmental Model Implementation to Achieve Metabolic Model Identifiability on Patient's CGM Data. EUSPN/ICTH Martin Ubl, Tomas Koutny
2022	C	`conf`	An Evolution-based Machine Learning Approach for Inducing Glucose Prediction Models. ISCC Ivanoe De Falco, Antonio Della Cioppa, Tomas Koutny, Umberto Scafuri, Ernesto Tarantino, Martin Ubl
2022	J	`jnl`	Distributed Assessment of Virtual Insulin-Pump Settings Using SmartCGMS and DMMS.R for Diabetes Treatment. Sensors Martin Ubl, Tomas Koutny, Antonio Della Cioppa, Ivanoe De Falco, Ernesto Tarantino, Umberto Scafuri
2022	J	`jnl`	Predicting glucose level with an adapted branch predictor. Comput. Biol. Medicine Tomas Koutny, Michael Mayo
2021	C	`conf`	Grammatical Evolution-Based Approach for Extracting Interpretable Glucose-Dynamics Models. ISCC Ivanoe De Falco, Antonio Della Cioppa, Tomas Koutny, Umberto Scafuri, Ernesto Tarantino, Martin Ubl
2020	—	`conf`	A Grammatical Evolution Approach for Estimating Blood Glucose Levels. GLOBECOM (Workshops) Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino, Antonio Della Cioppa, Tomas Koutny, Michal Krcma
2020	—	`conf`	Neural Multi-class Classification Approach to Blood Glucose Level Forecasting with Prediction Uncertainty Visualisation. KDH@ECAI Michael Mayo, Tomas Koutny
2020	—	`conf`	SmartCGMS as a Testbed for a Blood-Glucose Level Prediction and/or Control Challenge with (an FDA-Accepted) Diabetic Patient Simulation. EUSPN/ICTH Tomas Koutny, Martin Ubl
2019	J	`jnl`	A genetic programming-based regression for extrapolating a blood glucose-dynamics model from interstitial glucose measurements and their first derivatives. Appl. Soft Comput. Ivanoe De Falco, Antonio Della Cioppa, A. Giugliano, Angelo Marcelli, Tomas Koutny, Michal Krcma, Umberto Scafuri, Ernesto Tarantino
2019	C	`conf`	Comparing the PaGMO Framework to a De-randomized Meta-Differential Evolution on Calculation and Prediction of Glucose Levels. ISCC Tomas Koutny, Martin Ubl, Ivan De Falco, Ernesto Tarantino, Umberto Scafuri, Antonio Della Cioppa, Michal Krcma
2019	B	`conf`	De-randomized Meta-Differential Evolution for Calculating and Predicting Glucose Levels. CBMS Tomas Koutny, Antonio Della Cioppa, Ivanoe De Falco, Ernesto Tarantino, Umberto Scafuri, Michal Krcma
2019	—	`conf`	SmartCGMS as an Environment for an Insulin-Pump Development with FDA-Accepted In-Silico Pre-Clinical Trials. EUSPN/ICTH Martin Ubl, Tomas Koutny
2018	—	`conf`	An Evolutionary Approach for Estimating the Blood Glucose by Exploiting Interstitial Glucose Measurements. HEALTHINF Ivanoe De Falco, Antonio Della Cioppa, Tomas Koutny, Michal Krcma, Umberto Scafuri, Ernesto Tarantino
2018	C	`conf`	An evolutionary methodology for estimating blood glucose levels from interstitial glucose measurements and their derivatives. ISCC Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino, Antonio Della Cioppa, A. Giugliano, Tomas Koutny, Michal Krcma
2018	J	`jnl`	Genetic Programming-based induction of a glucose-dynamics model for telemedicine. J. Netw. Comput. Appl. Ivanoe De Falco, Antonio Della Cioppa, Tomas Koutny, Michal Krcma, Umberto Scafuri, Ernesto Tarantino
2018	—	`conf`	Parallel software architecture for the next generation of glucose monitoring. EUSPN/ICTH Tomas Koutny, Martin Ubl
2017	—	`conf`	Modelling of Glucose Dynamics for Diabetes. IWBBIO (1) Tomas Koutny
2016	C	`conf`	Introducing the effect of aging into the Honey Bee Mating Optimization to determine parameters for blood glucose level calculation. HSI Jan Strnadek, Tomas Koutny, Josef Kohout
2016	—	`conf`	On-line Blood Glucose Level Calculation. EUSPN/ICTH Tomas Koutny, Michal Krcma, Josef Kohout, Petr Jezek, Jana Varnusková, Petr Vcelak, Jan Strnadek
2016	J	`jnl`	Using meta-differential evolution to enhance a calculation of a continuous blood glucose level. Comput. Methods Programs Biomed. Tomas Koutny
2014	J	`jnl`	Blood glucose level reconstruction as a function of transcapillary glucose transport. Comput. Biol. Medicine Tomas Koutny
2014	—	`conf`	Experience with Lamport Clock Ordered Events with Intel Threading Building Blocks in a Glucose-Level Prediction Software. IWBBIO Tomas Koutny
2013	J	`jnl`	Glucose predictability, blood capillary permeability, and glucose utilization rate in subcutaneous, skeletal muscle, and visceral fat tissues. Comput. Biol. Medicine Tomas Koutny
2012	J	`jnl`	Prediction of Interstitial Glucose Level. IEEE Trans. Inf. Technol. Biomed. Tomas Koutny
2005	—	`conf`	Maintaining Communication Channels for Migrating Processes in the Environment of Active Networks. Parallel and Distributed Computing and Networks Tomas Koutny, Jirí Safarík
2004	—	`conf`	Gradient Method with Topology Discovery for Load-Balancing in Active Networks. ECBS Tomas Koutny, Jirí Safarík
1997	—	`conf`	Algebra of Pattern Matching Problems. PSCW Václav Snásel, Tomas Koutny