Personalized Cancer Therapy by Model-based Optimal Robust Control Algorithm

Publications

Peer reviewed articles (28)

Musculoskeletal health and capability wellbeing: Associations between the HAQ-DI, ICECAP-A and ICECAP-O measures in a population survey

Author(s): Márta Péntek, Gyula Poór, László Gulácsi, Zsombor Zrubka, Valentin Brodszky, Fanni Rencz, Ágota Dobos, Miklós Farkas, Levente Kovács, PetraBaji
Published in: Musculoskeletal Science and Practice, 2021, ISSN 2468-7812
Publisher: Elsevier
DOI: 10.1016/j.msksp.2021.102420

Control of Diabetes Mellitus by Advanced Robust Control Solution

Author(s): Levente Kovacs, Gyorgy Eigner, Mate Siket, Laszlo Barkai
Published in: IEEE Access, 7, 2019, Page(s) 125609-125622, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2019.2938267

Effect of Model, Observer and Their Interaction on State and Disturbance Estimation in Artificial Pancreas: An In-Silico Study

Author(s): Ivan Sala-Mira; Mate Siket; Levente Kovács; Gyorgy Eigner; Jorge Bondia
Published in: IEEE Access, Vol 9., 2021, Page(s) 143549-143563, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3120880

Comparing the measurement properties of the ICECAP-A and ICECAP-O instruments in ages 50-70: a cross-sectional study on a representative sample of the Hungarian general population

Author(s): Petra Baji, Miklós Farkas, Ágota Dobos, Zsombor Zrubka, Levente Kovács, László Gulácsi, Márta Péntek
Published in: European Journal of Health Economics, 2021, ISSN 1618-7598
Publisher: Springer Verlag
DOI: 10.1007/s10198-021-01325-w

Experimental Closed-Loop Control of Breast Cancer in Mice

Author(s): Levente Kovács, Bence Czakó , Máté Siket, Tamás Ferenci, András Füredi, Balázs Gombos, Gergely Szakács, Dániel András Drexler
Published in: Complexity, Volume 2022, 2022, ISSN 1076-2787
Publisher: John Wiley & Sons Inc.
DOI: 10.1155/2022/9348166

State and Parameter Estimation of a Mathematical Carcinoma Model under Chemotherapeutic Treatment

Author(s): Máté Siket, György Eigner, Dániel András Drexler, Imre Rudas, Levente Kovács
Published in: Applied Sciences, 10/24, 2020, Page(s) 9046, ISSN 2076-3417
Publisher: MDPI
DOI: 10.3390/app10249046

The Use of Extreme Value Statistics to Characterize Blood Glucose Curves and Patient Level Risk Assessment of Patients With Type I Diabetes

Author(s): Mátyás Szigeti, Tamás Ferenci, Levente Kovács
Published in: Journal of Diabetes Science and Technology, 2021, ISSN 1932-2968
Publisher: Diabetes Technology Society
DOI: 10.1177/19322968211059547

Tumor dynamics modeling based on formalreaction kinetics

Author(s): Dániel András Drexler, Tamás Ferenci, Anna Lovrics, Levente Kovács
Published in: Acta Polytechnica Hungarica, 16/10, 2019, Page(s) 31-44, ISSN 1785-8860
Publisher: Obuda University
DOI: 10.12700/aph.16.10.2019.10.3

State of the Art in Adoption of Contact Tracing Apps and Recommendations Regarding Privacy Protection and Public Health: Systematic Review

Author(s): Katarzyna Kolasa, Francesca Mazzi, Ewa Leszczuk-Czubkowska, Zsombor Zrubka, Márta Péntek
Published in: JMIR Mhealth Uhealth, 2021, ISSN 2291-5222
Publisher: JMIR Publications
DOI: 10.2196/23250

Positive nonlinear control of tumor growth using angiogenic inhibition * *This project has received funding from the European Research Council (ERC) under the European Union’s Horizon 2020 research and innovation programme (grant agreement No 679681).

Author(s): Dániel András Drexler, Johanna Sápi, Levente Kovács
Published in: IFAC-PapersOnLine, 50/1, 2017, Page(s) 15068-15073, ISSN 2405-8963
Publisher: Elsevier
DOI: 10.1016/j.ifacol.2017.08.2522

Optimal discrete time control of antiangiogenic tumor therapy * *This project has received funding from the European Research Council (ERC) under the European Union’s Horizon 2020 research and innovation programme (grant agreement No 679681). D.A. Drexler was also supported by a Marie Curie International Research Staff Exchange Scheme Fellowship within the 7th European Community Framework Progr

Author(s): Dániel András Drexler, Johanna Sápi, Levente Kovács
Published in: IFAC-PapersOnLine, 50/1, 2017, Page(s) 13504-13509, ISSN 2405-8963
Publisher: Elsevier
DOI: 10.1016/j.ifacol.2017.08.2337

Modeling of Tumor Growth Incorporating the Effects of Necrosis and the Effect of Bevacizumab

Author(s): Dániel András Drexler, Johanna Sápi, Levente Kovács
Published in: Complexity, 2017, 2017, Page(s) 1-10, ISSN 1076-2787
Publisher: John Wiley & Sons Inc.
DOI: 10.1155/2017/5985031

A bicompartmental dynamic tumor growth model * *This project has received funding from the European Research Council (ERC) under the European Union’s Horizon 2020 research and innovation programme (grant agreement No 679681). Dávid Csercsik received funding from the Hungarian National Fund (OTKA NF-104706).

Author(s): Dávid Csercsik, Johanna Sápi, Levente Kovács
Published in: IFAC-PapersOnLine, 50/1, 2017, Page(s) 12216-12221, ISSN 2405-8963
Publisher: Elsevier
DOI: 10.1016/j.ifacol.2017.08.2119

Linear parameter varying (LPV) based robust control of type-I diabetes driven for real patient data

Author(s): Levente Kovács
Published in: Knowledge-Based Systems, 122, 2017, Page(s) 199-213, ISSN 0950-7051
Publisher: Elsevier BV
DOI: 10.1016/j.knosys.2017.02.008

A robust fixed point transformation-based approach for type 1 diabetes control

Author(s): Levente Kovács
Published in: Nonlinear Dynamics, 89/4, 2017, Page(s) 2481-2493, ISSN 0924-090X
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s11071-017-3598-7

Towards Automated Traceability Assessment through Augmented Lifecycle Space

Author(s): Miklós Biró, József Klespitz, Johannes Gmeiner, Christa Illibauer, Levente Kovács
Published in: COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE, 633, 2016, Page(s) 94-105, ISSN 1865-0929
Publisher: Springer Verlag
DOI: 10.1007/978-3-319-44817-6_8

Modelling Tumor Growth under Angiogenesis Inhibition with Mixed-Effects Models

Author(s): Tamás Ferenci, Johanna Sápi, Levente Kovács
Published in: Acta Polytechnica Hungarica, 14/1, 2017, Page(s) 221-234, ISSN 1785-8860
Publisher: Obuda University
DOI: 10.12700/APH.14.1.2017.1.15

Potential Benefits of Discrete-Time Controller-based Treatments over Protocol-based Cancer Therapies

Author(s): Johanna Sápi, Dániel András Drexler, Levente Kovács
Published in: Acta Polytechnica Hungarica, 14/1, 2017, Page(s) 11-23, ISSN 1785-8860
Publisher: Obuda University
DOI: 10.12700/APH.14.1.2017.1.2

Infectious Hospital Agents: A HAI Spreading Simulation Framework

Author(s): Róbert Pethes, Tamás Ferenci, Levente Kovács
Published in: Acta Polytechnica Hungarica, 14/1, 2017, Page(s) 95-110, ISSN 1785-8860
Publisher: Obuda University
DOI: 10.12700/APH.14.1.2017.1.7

Dynamic Modeling of the Angiogenic Switch and Its Inhibition by Bevacizumab

Author(s): Dávid Csercsik, Levente Kovács
Published in: Complexity, 2019, 2019, Page(s) 1-18, ISSN 1076-2787
Publisher: John Wiley & Sons Inc.
DOI: 10.1155/2019/9079104

Optimal PID Based Computed Torque Control of Tumor Growth Models ⁎ ⁎This project has received funding from the European Research Council (ERC) under the European Unions Horizon 2020 research and innovation programme (grant agreement No 679681). B.G. Czak was supported by the UNKP-17-2/I. New National Excellence Program of the Ministry of Human Capacities.

Author(s): Bence G. Czakó, Johanna Sápi, Levente Kovács
Published in: IFAC-PapersOnLine, 51/4, 2018, Page(s) 900-905, ISSN 2405-8963
Publisher: Elsevier Ltd
DOI: 10.1016/j.ifacol.2018.06.109

Nonlinear Model Predictive Control Using Robust Fixed Point Transformation-Based Phenomena for Controlling Tumor Growth

Author(s): Bence Czakó, Levente Kovács
Published in: Machines, 6/4, 2018, Page(s) 49, ISSN 2075-1702
Publisher: MDPI AG
DOI: 10.3390/machines6040049

A TP-LPV-LMI based control for Tumor Growth Inhibition

Author(s): Levente Kovács, György Eigner
Published in: IFAC-PapersOnLine, 51/26, 2018, Page(s) 155-160, ISSN 2405-8963
Publisher: Elsevier Ltd
DOI: 10.1016/j.ifacol.2018.11.146

Tensor Product Model Transformation-based Parallel Distributed Control of Tumor Growth

Author(s): Levente Kovács, G. Eigner
Published in: Acta Polytechnica Hungarica, 15/3, 2018, ISSN 1785-8860
Publisher: Obuda University
DOI: 10.12700/aph.15.3.2018.3.7

H∞ control of nonlinear systems with positive input with application to antiangiogenic therapy

Author(s): Dániel A. Drexler, Johanna Sápi, Levente Kovács
Published in: IFAC-PapersOnLine, 51/25, 2018, Page(s) 146-151, ISSN 2405-8963
Publisher: Elsevier Ltd.
DOI: 10.1016/j.ifacol.2018.11.096

Robust Fixed Point Transformation based Proportional-Derivative Control of Angiogenic Tumor Growth

Author(s): Levente Kovács, György Eigner, József K. Tar, Imre Rudas
Published in: IFAC-PapersOnLine, 51/4, 2018, Page(s) 894-899, ISSN 2405-8963
Publisher: Elsevier Ltd.
DOI: 10.1016/j.ifacol.2018.06.110

A Fully Automatic Procedure for Brain Tumor Segmentation from Multi-Spectral MRI Records Using Ensemble Learning and Atlas-Based Data Enhancement

Author(s): Ágnes Győrfi, László Szilágyi, Levente Kovács
Published in: Applied Sciences, 11/2, 2021, Page(s) 564, ISSN 2076-3417
Publisher: MDPI
DOI: 10.3390/app11020564

Self-Reported Waiting Times for Outpatient Health Care Services in Hungary: Results of a Cross-Sectional Survey on a National Representative Sample

Author(s): Óscar Brito Fernandes, Armin Lucevic, Márta Péntek, Dionne Kringos, Niek Klazinga, László Gulácsi, Zsombor Zrubka, Petra Baji
Published in: International Journal of Environmental Research and Public Health, 2021, ISSN 1660-4601
Publisher: MDPI
DOI: 10.3390/ijerph18052213

Conference proceedings (65)

Optimal scheduling of low-dose metronomic chemotherapy: an in-silico analysis

Author(s): Balint Peceli, Daniel Andras Drexler, Levente Kovacs
Published in: 2020 IEEE 15th International Conference of System of Systems Engineering (SoSE), 2020, Page(s) 411-416, ISBN 978-1-7281-8050-2
Publisher: IEEE
DOI: 10.1109/sose50414.2020.9130500

The use of block maxima method of extreme value statistics to characterise blood glucose curves

Author(s): Matyas Szigeti, Tamas Ferenci, Levente Kovacs
Published in: 2020 IEEE 15th International Conference of System of Systems Engineering (SoSE), 2020, Page(s) 433-438, ISBN 978-1-7281-8050-2
Publisher: IEEE
DOI: 10.1109/sose50414.2020.9130427

Extended tumor growth model for combined therapy

Author(s): Daniel Andras Drexler, Tamas Ferenci, Levente Kovacs
Published in: 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC), 2019, Page(s) 886-891, ISBN 978-1-7281-4569-3
Publisher: IEEE
DOI: 10.1109/smc.2019.8914569

Optimization of impulsive discrete-time tumor chemotherapy

Author(s): Daniel Andras Drexler, Levente Kovacs
Published in: 2019 First International Conference on Societal Automation (SA), 2019, Page(s) 1-7, ISBN 978-1-7281-3345-4
Publisher: IEEE
DOI: 10.1109/sa47457.2019.8938056

The use of peak over threshold methods to characterise blood glucose curves

Author(s): Matyas Szigeti, Tamas Ferenci, Levente Kovacs
Published in: 2020 IEEE 14th International Symposium on Applied Computational Intelligence and Informatics (SACI), 2020, Page(s) 000199-000204, ISBN 978-1-7281-7377-1
Publisher: IEEE
DOI: 10.1109/saci49304.2020.9118838

Continuous time Robust Fixed Point Transformations based control

Author(s): Bence Geza Czako, Daniel Andras Drexler, Levente Kovacs
Published in: 2019 IEEE AFRICON, 2019, Page(s) 1-6, ISBN 978-1-7281-3289-1
Publisher: IEEE
DOI: 10.1109/africon46755.2019.9133741

Brain Tumor Segmentation from Multi-spectral MR Image Data Using Random Forest Classifier

Author(s): Szabolcs Csaholczi, David Iclănzan, Levente Kovács, László Szilágyi
Published in: International Conference on Neural Information Processing, 2020
Publisher: Springer

Comparison of Michaelis-Menten kinetics modeling alternatives in cancer chemotherapy modeling

Author(s): Daniel Andras Drexler, Tamas Ferenci, Anna Lovrics, Levente Kovacs
Published in: 2019 IEEE 13th International Symposium on Applied Computational Intelligence and Informatics (SACI), 2019, Page(s) 27-32, ISBN 978-1-7281-0686-1
Publisher: IEEE
DOI: 10.1109/saci46893.2019.9111543

Modeling of tumor growth incorporating the effect of pegylated liposomal doxorubicin

Author(s): Daniel Andras Drexler, Tamas Ferenci, Anna Lovrics, Levente Kovacs
Published in: 2019 IEEE 23rd International Conference on Intelligent Engineering Systems (INES), 2019, Page(s) 000369-000374, ISBN 978-1-7281-1213-8
Publisher: IEEE
DOI: 10.1109/ines46365.2019.9109532

Why Squashing Functions in Multi-Layer Neural Networks

Author(s): Julio C. Urenda, Orsolya Csiszar, Gabor Csiszar, Jozsef Dombi, Olga Kosheleva, Vladik Kreinovich, Gyorgy Eigner
Published in: 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2020, Page(s) 1705-1711, ISBN 978-1-7281-8526-2
Publisher: IEEE
DOI: 10.1109/smc42975.2020.9282886

Brain Tumor Segmentation from Multi-Spectral MRI Data Using Cascaded Ensemble Learning *

Author(s): Timea Fulop, Agnes Gyorfi, Szabolcs Csaholczi, Levente Kovacs, Laszlo Szilagyi
Published in: 2020 IEEE 15th International Conference of System of Systems Engineering (SoSE), 2020, Page(s) 531-536, ISBN 978-1-7281-8050-2
Publisher: IEEE
DOI: 10.1109/sose50414.2020.9130550

An opportunity of using Robust Fixed Point Transformation-based controller design in case of Type 1 Diabetes Mellitus

Author(s): Levente Kovacs, Gyorgy Eigner, Bence Czako, Mate Siket, Jozsef K. Tar
Published in: 2019 First International Conference on Societal Automation (SA), 2019, Page(s) 1-7, ISBN 978-1-7281-3345-4
Publisher: IEEE
DOI: 10.1109/sa47457.2019.8938069

Detection of physical activity using machine learning methods

Author(s): Lehel Denes-Fazakas, Laszla Szilagyi, Jelena Tasic, Levente Kovacs, Gyorgy Eigner
Published in: 2020 IEEE 20th International Symposium on Computational Intelligence and Informatics (CINTI), 2020, Page(s) 167-172, ISBN 978-1-7281-8340-4
Publisher: IEEE
DOI: 10.1109/cinti51262.2020.9305845

Machine learning application development to predict blood glucose level based on real time patient data

Author(s): Gyorgy Eigner, Miklos Nagy, Levente Kovacs
Published in: 2020 RIVF International Conference on Computing and Communication Technologies (RIVF), 2020, Page(s) 1-6, ISBN 978-1-7281-5377-3
Publisher: IEEE
DOI: 10.1109/rivf48685.2020.9140750

Brain Tumor Detection and Segmentation from Magnetic Resonance Image Data Using Ensemble Learning Methods

Author(s): Agnes Gyorfi, Levente Kovacs, Laszlo Szilagyi
Published in: 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC), 2019, Page(s) 909-914, ISBN 978-1-7281-4569-3
Publisher: IEEE
DOI: 10.1109/smc.2019.8914463

A minimal model of tumor growth with angiogenic inhibition using bevacizumab

Author(s): Daniel Andras Drexler, Johanna Sapi, Levente Kovacs
Published in: 2017 IEEE 15th International Symposium on Applied Machine Intelligence and Informatics (SAMI), 2017, Page(s) 000185-000190, ISBN 978-1-5090-5655-2
Publisher: IEEE
DOI: 10.1109/SAMI.2017.7880300

Nonlinear identification of a tumor growth model for validating cancer treatments

Author(s): Gyorgy Eigner, Gabor Szogi, Peter Pausits, Imre Rudas, Levente Kovacs
Published in: 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2017, Page(s) 3159-3163, ISBN 978-1-5386-1645-1
Publisher: IEEE
DOI: 10.1109/SMC.2017.8123113

Linear matrix inequality based control of tumor growth

Author(s): Gyorgy Eigner, Levente Kovacs
Published in: 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2017, Page(s) 1734-1739, ISBN 978-1-5386-1645-1
Publisher: IEEE
DOI: 10.1109/SMC.2017.8122866

Tensor product based modeling of tumor growth

Author(s): Gyorgy Eigner, Imre Rudas, Aniko Szakal, Levente Kovacs
Published in: 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2017, Page(s) 900-905, ISBN 978-1-5386-1645-1
Publisher: IEEE
DOI: 10.1109/SMC.2017.8122724

Cyber-medical systems: Challenges and possibilities

Author(s): Levente Kovacs
Published in: 2017 IEEE 15th International Symposium on Intelligent Systems and Informatics (SISY), 2017, Page(s) 000015-000016, ISBN 978-1-5386-3855-2
Publisher: IEEE
DOI: 10.1109/SISY.2017.8080527

Model-based Optimal Control Method for Cancer Treatment Using Model Predictive Control and Robust Fixed Point Method

Author(s): Bence Czakó, Johanna Sápi, Levente Kovács
Published in: INES 2017, IEEE 21st International Conference on Intelligent Engineering Systems: Proceedings., 2017, Page(s) 271-276, ISBN 978-1-4799-7678-2
Publisher: IEEE

Positive control of a minimal model of tumor growth with bevacizumab treatment

Author(s): Daniel Andras Drexler, Johanna Sapi, Levente Kovacs
Published in: 2017 12th IEEE Conference on Industrial Electronics and Applications (ICIEA), 2017, Page(s) 2084-2087, ISBN 978-1-5090-6161-7
Publisher: IEEE
DOI: 10.1109/ICIEA.2017.8283181

Bi-compartmental modelling of tumor and supporting vasculature growth dynamics for cancer treatment optimization purpose

Author(s): David Csercsik, Johanna Sapi, Tamas Gonczy, Levente Kovacs
Published in: 2017 IEEE 56th Annual Conference on Decision and Control (CDC), 2017, Page(s) 4698-4702, ISBN 978-1-5090-2873-3
Publisher: IEEE
DOI: 10.1109/CDC.2017.8264353

Nonlinear Identification of Glucose Absorption Related to Diabetes Mellitus

Author(s): György Eigner, Katalin Koppány, Péter Pausits, Levente Kovács
Published in: INES 2017, IEEE 21st International Conference on Intelligent Engineering Systems: Proceedings, 2017, Page(s) 265-270, ISBN 978-1-4799-7678-2
Publisher: IEEE

Control of nonlinear physiological systems via LPV framework

Author(s): Gyorgy Eigner, Daniel Andras Drexler, Levente Kovacs
Published in: 2017 12th IEEE Conference on Industrial Electronics and Applications (ICIEA), 2017, Page(s) 2088-2093, ISBN 978-1-5090-6161-7
Publisher: IEEE
DOI: 10.1109/ICIEA.2017.8283182

Enhanced traceability and consistency with Augmented Lifecycle Space

Author(s): Jozsef Klespitz, Miklos Biro, Levente Kovacs
Published in: 2016 IEEE 20th Jubilee International Conference on Intelligent Engineering Systems (INES), 2016, Page(s) 207-212, ISBN 978-1-5090-1216-9
Publisher: IEEE
DOI: 10.1109/INES.2016.7555121

Physiological control systems for high-quality interdisciplinary researches

Author(s): Levente Kovacs
Published in: 2016 IEEE 11th International Symposium on Applied Computational Intelligence and Informatics (SACI), 2016, Page(s) 11-12, ISBN 978-1-5090-2380-6
Publisher: IEEE
DOI: 10.1109/SACI.2016.7507350

Control engineering approaches at Obuda University for physiological problems

Author(s): Levente Kovacs
Published in: 2016 IEEE 20th Jubilee International Conference on Intelligent Engineering Systems (INES), 2016, Page(s) 19-20, ISBN 978-1-5090-1216-9
Publisher: IEEE
DOI: 10.1109/INES.2016.7555125

Comparison of protocol based cancer therapies and discrete controller based treatments in the case of endostatin administration

Author(s): Johanna Sapi, Daniel Andras Drexler, Levente Kovacs
Published in: 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2016, Page(s) 003830-003835, ISBN 978-1-5090-1897-0
Publisher: IEEE
DOI: 10.1109/SMC.2016.7844831

Modelling xenograft tumor growth under antiangiogenic inhibitation with mixed-effects models

Author(s): Tamas Ferenci, Johanna Sapi, Levente Kovacs
Published in: 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2016, Page(s) 003912-003917, ISBN 978-1-5090-1897-0
Publisher: IEEE
DOI: 10.1109/SMC.2016.7844845

A novel completed LPV controller and observer scheme in order to control nonlinear compartmental systems

Author(s): Gyorgy Eigner, Peter Pausits, Levente Kovacs
Published in: 2016 IEEE 14th International Symposium on Intelligent Systems and Informatics (SISY), 2016, Page(s) 85-92, ISBN 978-1-5090-2866-5
Publisher: IEEE
DOI: 10.1109/SISY.2016.7601476

Infectious hospital agents: An individual-based simulation framework

Author(s): Robert Pethes, Tamas Ferenci, Levente Kovacs
Published in: 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2016, Page(s) 003434-003439, ISBN 978-1-5090-1897-0
Publisher: IEEE
DOI: 10.1109/SMC.2016.7844765

Taming Cancer: Is it Possible?

Author(s): Levente Kovács, Zoltán Sápi, Dániel A. Drexler, Johanna Sápi
Published in: BIT's 10th Annual World Cancer Congress 2017, 2017, Page(s) 137
Publisher: BIT Group Global Ltd.

Investigation of the TP modeling possibilities of the Hovorka T1DM model

Author(s): Gyorgy Eigner, Istvan Bojthe, Peter Pausits, Levente Kovacs
Published in: 2017 IEEE 15th International Symposium on Applied Machine Intelligence and Informatics (SAMI), 2017, Page(s) 000259-000264, ISBN 978-1-5090-5655-2
Publisher: IEEE
DOI: 10.1109/SAMI.2017.7880314

Robust nonlinear model predictive control of diabetes mellitus

Author(s): Levente Kovacs, Csaba Maszlag, Miklos Mezei, Gyorgy Eigner
Published in: 2017 IEEE 15th International Symposium on Applied Machine Intelligence and Informatics (SAMI), 2017, Page(s) 000055-000060, ISBN 978-1-5090-5655-2
Publisher: IEEE
DOI: 10.1109/SAMI.2017.7880363

LPV-based control of nonlinear compartmental model with input uncertainty

Author(s): Gyorgy Eigner, Arpad Varga, Miklos Mezei, Levente Kovacs
Published in: 2017 IEEE 15th International Symposium on Intelligent Systems and Informatics (SISY), 2017, Page(s) 000017-000022, ISBN 978-1-5386-3855-2
Publisher: IEEE
DOI: 10.1109/SISY.2017.8080538

Cyber-Medical Systems: the Digitalized Healthcare Approach and Its Trends

Author(s): Levente Kovács
Published in: MACRo 2017: 6th International Conference on Recent Achievements in Mechatronics, Automation, Computer Science and Robotics, 2017, Page(s) 1-2
Publisher: DE GRUYTER OPEN

Animal experiments in cancer research: Wasteful or unavoidable?

Author(s): Johanna Sapi
Published in: 2017 IEEE 30th Neumann Colloquium (NC), 2017, Page(s) 000157-000162, ISBN 978-1-5386-4636-6
Publisher: IEEE
DOI: 10.1109/NC.2017.8263274

Investigation of the TP-based modeling possibility of a nonlinear ICU diabetes model

Author(s): Gyorgy Eigner, Imre J. Rudas, Levente Kovacs
Published in: 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2016, Page(s) 003405-003410, ISBN 978-1-5090-1897-0
Publisher: IEEE
DOI: 10.1109/SMC.2016.7844760

Second-order and implicit methods in numerical integration improve tracking performance of the closed-loop inverse kinematics algorithm

Author(s): Daniel Andras Drexler, Levente Kovacs
Published in: 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2016, Page(s) 003362-003367, ISBN 978-1-5090-1897-0
Publisher: IEEE
DOI: 10.1109/SMC.2016.7844753

Control of T1DM via tensor product-based framework

Author(s): Gyorgy Eigner, Peter Pausits, Levente Kovacs
Published in: 2016 IEEE 17th International Symposium on Computational Intelligence and Informatics (CINTI), 2016, Page(s) 000055-000060, ISBN 978-1-5090-3909-8
Publisher: IEEE
DOI: 10.1109/CINTI.2016.7846379

Augmented Lifecycle Space for traceability and consistency enhancement

Author(s): Jozsef Klespitz, Miklos Biro, Levente Kovacs
Published in: 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2016, Page(s) 003973-003977, ISBN 978-1-5090-1897-0
Publisher: IEEE
DOI: 10.1109/SMC.2016.7844854

Convex polytopic modeling of diabetes mellitus: A Tensor Product based approach

Author(s): Levente Kovacs, Gyorgy Eigner
Published in: 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2016, Page(s) 003393-003398, ISBN 978-1-5090-1897-0
Publisher: IEEE
DOI: 10.1109/SMC.2016.7844758

Regularization of the differential inverse orientation problem of generic serial revolute joint manipulators

Author(s): Daniel Andras Drexler
Published in: 2017 22nd International Conference on Methods and Models in Automation and Robotics (MMAR), 2017, Page(s) 402-407, ISBN 978-1-5386-2402-9
Publisher: IEEE
DOI: 10.1109/mmar.2017.8046861

Model-Based Simulation and Comparison of Open-Loop and Closed-Loop Combined Therapies for Tumor Treatment

Author(s): David Csercsik, Johanna Sapi, Levente Kovacs
Published in: 2018 IEEE Conference on Control Technology and Applications (CCTA), 2018, Page(s) 1383-1388, ISBN 978-1-5386-7698-1
Publisher: IEEE
DOI: 10.1109/ccta.2018.8511526

A hybrid cellular automaton model of tumor-induced angiogenesis

Author(s): Tamas Gonczy, David Csercsik, Levente Kovacs
Published in: 2018 IEEE International Conference on Automation, Quality and Testing, Robotics (AQTR), 2018, Page(s) 1-6, ISBN 978-1-5386-2205-6
Publisher: IEEE
DOI: 10.1109/aqtr.2018.8402781

Control of tumor growth by modern control methodologies

Author(s): Gyorgy Eigner, Levente Kovacs
Published in: 2018 IEEE International Conference on Automation, Quality and Testing, Robotics (AQTR), 2018, Page(s) 1-6, ISBN 978-1-5386-2205-6
Publisher: IEEE
DOI: 10.1109/aqtr.2018.8402782

Tumor Growth Control by TP-LPV-LMI Based Controller

Author(s): Gyorgy Eigner, Daniel Andras Drexler, Levente Kovacs
Published in: 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2018, Page(s) 2564-2569, ISBN 978-1-5386-6650-0
Publisher: IEEE
DOI: 10.1109/smc.2018.00439

Qualitative analysis of a closed-loop model of tumor growth control

Author(s): Dániel András Drexler, Ilona Nagy, Valery Romanovski, János Tóth, Levente Kovács
Published in: IEEE 18th International Symposium on Computational Intelligence and Informatics (CINTI 2018), 2018, Page(s) 329-334
Publisher: IEEE

Discrete LPV Modeling of Diabetes Mellitus for Control Purposes

Author(s): Gyorgy Eigner, Mate Siket, Aniko Szakal, Imre Rudas, Levente Kovacs
Published in: 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2018, Page(s) 2558-2563, ISBN 978-1-5386-6650-0
Publisher: IEEE
DOI: 10.1109/smc.2018.00438

Modeling of tumor growth incorporating the effect of pegylated liposomal doxorubicin

Author(s): Dániel András Drexler, Tamás Ferenci, Anna Lovrics, Levente Kovács
Published in: IEEE 23nd International Conference on Intelligent Engineering Systems : proceedings, 2019, Page(s) 369-373
Publisher: IEEE

Robust H∞ controller design for T1DM based on relaxed LMI conditions

Author(s): György Eigner, István Böjthe, Alajos Mészárosy, Levente Kovács
Published in: IEEE 23nd International Conference on Intelligent Engineering Systems : proceedings, 2019, Page(s) 363-368
Publisher: IEEE

Comparison of Michaelis-Menten kinetics modeling alternatives in cancer chemotherapy modeling

Author(s): Dániel András Drexler, Tamás Ferenci, Anna Lovrics, Levente Kovács
Published in: IEEE 13th International Symposium on Applied Computational Intelligence and Informatics : PROCEEDINGS, 2019, Page(s) 27-32
Publisher: IEEE

Brain Tumor Segmentation from MRI Data Using Ensemble Learning and Multi-Atlas

Author(s): Timea Fulop, Agnes Gyorfi, Bela Suranyi, Levente Kovacs, Laszlo Szilagyi
Published in: 2020 IEEE 18th World Symposium on Applied Machine Intelligence and Informatics (SAMI), 2020, Page(s) 111-116, ISBN 978-1-7281-3149-8
Publisher: IEEE
DOI: 10.1109/sami48414.2020.9108752

Impulsive Control of Tumor Growth via Nonlinear Model Predictive Control Using Direct Multiple Shooting

Author(s): Bence Geza Czako, Daniel Andras Drexler, Levente Kovacs
Published in: 2020 European Control Conference (ECC), 2020, Page(s) 755-760, ISBN 978-3-90714-402-2
Publisher: IEEE
DOI: 10.23919/ecc51009.2020.9143755

Robust H ∞ controller design for T1DM based on relaxed LMI conditions

Author(s): Gyorgy Eigner, Istvan Bojthe, Alajos Meszaros, Levente Kovacs
Published in: 2019 IEEE 23rd International Conference on Intelligent Engineering Systems (INES), 2019, Page(s) 000363-000368, ISBN 978-1-7281-1213-8
Publisher: IEEE
DOI: 10.1109/ines46365.2019.9109511

Optimization of Low Dose Metronomic Therapy based on Pharmacological Parameters

Author(s): Dániel András Drexler, Levente Kovács
Published in: 11th IFAC Symposium on Biological and Medical Systems (BMS2021), 2021
Publisher: IFAC
DOI: 10.1016/j.ifacol.2021.10.259

The Effect of Spectral Resolution Upon the Accuracy of Brain Tumor Segmentation from Multi-Spectral MRI Data

Author(s): Agnes Gyorfi, Timea Fulop, Levente Kovacs, Laszlo Szilagyi
Published in: 2020 IEEE 18th World Symposium on Applied Machine Intelligence and Informatics (SAMI), 2020, Page(s) 325-328, ISBN 978-1-7281-3149-8
Publisher: IEEE
DOI: 10.1109/sami48414.2020.9108770

A Feature Ranking and Selection Algorithm for Brain Tumor Segmentation in Multi-Spectral Magnetic Resonance Image Data *

Author(s): Agnes Gyorfi, Levente Kovacs, Laszlo Szilagyi
Published in: 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019, Page(s) 804-807, ISBN 978-1-5386-1311-5
Publisher: IEEE
DOI: 10.1109/embc.2019.8857794

Fixed Point Iteration-based Adaptive Control for a Delayed Differential Equation Model of Diabetes Mellitus

Author(s): Arpad Varga, Levente Kovacs, Gyorgy Eigner, Dusan Kocur, Jozsef K. Tar
Published in: 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC), 2019, Page(s) 1408-1413, ISBN 978-1-7281-4569-3
Publisher: IEEE
DOI: 10.1109/smc.2019.8914617

Discrete LPV Based Parameter Estimation For TIDM Patients By Using Dual Extended Kalman Filtering Method *

Author(s): Levente Kovacs, Mate Siket, Imre Rudas, Aniko Szakal, Gyorgy Eigner
Published in: 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC), 2019, Page(s) 1390-1395, ISBN 978-1-7281-4569-3
Publisher: IEEE
DOI: 10.1109/smc.2019.8914014

Sensitivity and identifiability analysis of a third-order tumor growth model

Author(s): Mate Siket, Gyorgy Eigner, Levente Kovacs
Published in: 2020 IEEE 15th International Conference of System of Systems Engineering (SoSE), 2020, Page(s) 417-422, ISBN 978-1-7281-8050-2
Publisher: IEEE
DOI: 10.1109/sose50414.2020.9130530

Review of Algorithms for Improving Control of Blood Glucose Levels

Author(s): Jelena Tasic, Gyorgy Eigner, Levente Kovacs
Published in: 2020 IEEE 18th International Symposium on Intelligent Systems and Informatics (SISY), 2020, Page(s) 179-184, ISBN 978-1-7281-7352-8
Publisher: IEEE
DOI: 10.1109/sisy50555.2020.9217090

Brain Tumor Segmentation from Multi-Spectral Magnetic Resonance Image Data Using an Ensemble Learning Approach

Author(s): Agnes Gyorfi, Szabolcs Csaholczi, Timea Fulop, Levente Kovacs, Laszlo Szilagyi
Published in: 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2020, Page(s) 1699-1704, ISBN 978-1-7281-8526-2
Publisher: IEEE
DOI: 10.1109/smc42975.2020.9282987

Chemotherapy Optimization using Moving Horizon Estimation based Nonlinear Model Predictive Control

Author(s): Bence Czakó, Máté Siket, Dániel András Drexler, Levente Kovács
Published in: 11th IFAC Symposium on Biological and Medical Systems (BMS2021), 2021
Publisher: IFAC
DOI: 10.1016/j.ifacol.2021.10.258

Book chapters (6)

Integrative cybermedical systems for computer-based drug delivery

Author(s): Levente Kovács, Bence Czakó, Dániel András Drexler, György Eigner, Tamás Ferenci
Published in: Automated Drug Delivery in Anesthesia, 2020, Page(s) 269-315, ISBN 9780128159750
Publisher: Elsevier
DOI: 10.1016/b978-0-12-815975-0.00016-3

Modeling the physiological phenomena and the effects of therapy on the dynamics of tumor growth

Author(s): Levente Kovács, Dániel András Drexler
Published in: Modeling of Mass Transport Processes in Biological Media, 2022, ISBN 978-0-443-15765-3
Publisher: Academic Press Elsevier

A Study on Histogram Normalization for Brain Tumour Segmentation from Multispectral MR Image Data

Author(s): Ágnes Győrfi, Zoltán Karetka-Mezei, David Iclănzan, Levente Kovács, László Szilágyi
Published in: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 24th Iberoamerican Congress, CIARP 2019, Havana, Cuba, October 28-31, 2019, Proceedings, 11896, 2019, Page(s) 375-384, ISBN 978-3-030-33903-6
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-33904-3_35

Cross-Tool Interoperability in Heterogeneous Application Lifecycle Management Systems

Author(s): József Klespitz, Miklós Bíró, Levente Kovács
Published in: New Trends in Software Methodologies, Tools and Techniques: 5th International Conference on New Trends in Intelligent Software Methodology Tools and Techniques (SoMeT 16), Volume 268, 2016, Page(s) 213 - 220, ISBN 978-1-61499-674-3
Publisher: IOS Press
DOI: 10.3233/978-1-61499-674-3-213

A TP-LPV-LMI Approach to Control of Tumor Growth

Author(s): György Eigner, Levente Kovács
Published in: Recent Advances in Intelligent Engineering - Volume Dedicated to Imre J. Rudas’ Seventieth Birthday, 14, 2020, Page(s) 223-252, ISBN 978-3-030-14349-7
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-14350-3_12

Brain Tumour Segmentation from Multispectral MR Image Data Using Ensemble Learning Methods

Author(s): Ágnes Győrfi, Levente Kovács, László Szilágyi
Published in: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 24th Iberoamerican Congress, CIARP 2019, Havana, Cuba, October 28-31, 2019, Proceedings, 11896, 2019, Page(s) 326-335, ISBN 978-3-030-33903-6
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-33904-3_30

Other (1)

Towards personalized medicine by mathematical modeling of tumors

Author(s): Dániel András Drexler, Levente Kovács, Gheorghe Moza
Published in: 2022
Publisher: Open Research Europe
DOI: 10.12688/openreseurope.14814.1