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Personalized Cancer Therapy by Model-based Optimal Robust Control Algorithm

Publications

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

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

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

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

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

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

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

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

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

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

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