FACULTY OF ENGINEERING KRAGUJEVAC
UNIVERSITY KRAGUJEVAC
CURRICULUM VITAE
Milićević Bogdan

GENERAL INFORMATION
First and last nameMilićević Bogdan
Year and place of birthKragujevac 1992.
PositionResearch assistant
E-mailbogdan.milicevic@uni.kg.ac.rs
Education-scientific / education–art fieldtechnical sciences
University, faculty, organizational unitFakultet inženjerskih nauka
Field and closer specialtyArtificial Intelligence, Computer Simulations and Modeling

EDUCATION – DIPLOMAS
BACHELOR STUDIES
Year2015
PlaceKragujevac
InstitutionPrirodno-matematički fakultet
HeadlineIntelligent character recognition
FieldArtificial Intelligence
MSC THESIS
Year2016
PlaceKragujevac
InstitutionPrirodno matematički fakultet
HeadlineImplementation of multi-scale diffusion model on parallel architectures
FieldNumerical analysis, Parallel programming, Computer communications
PHD THESIS
Year2023
PlaceKragujevac
InstitutionFaculty of Engineering
HeadlineSurrogate muscle models based on artificial neural networks with applications in finite element analysis
FieldComputer science, Applied informatics in engineering

TECHNICAL BIOGRAPHY – POSITIONS
YearInstitutionPosition
2017Faculty of Engineering Research prentice
2020Faculty of EngineeringResearch assistant
2024Faculty of Engineering Research аssociate

RESULTS OF SCIENTIFIC AND RESEARCH WORK
Papers published in international scientific journals
  1. Miljan Milošević, Dusica Stojanović, Vladimir Simić Bogdan Milićević. Andjela Radisavljević, Petar Uskoković Milos Kojic, A Computational Model for Drug Release from PLGA Implant, Materials, Vol.11, No.12, pp. 17, ISSN 1996-1944, Doi 10.3390/ma11122416, 2018
  2. Milosevic, M., V. Simic, B. Milicevic, E. J. Koay, M. Ferrari, A. Ziemys, and M. Kojic, Correction Function for Accuracy Improvement of the Composite Smeared Finite Element for Diffusive Transport in Biological Tissue Systems, COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, Vol.338, No.1, pp. 97-116, ISSN 0045-7825, Doi 10.1016/j.cma.2018.04.012, 2018
  3. Milos Kojic, Miljan Milosevic, Vladimir Simic, Bogdan Milicevic, Vladimir Geroski, Sara Nizzero, Arturas Ziemys, Nenad Filipovic, Mauro Ferrari, Smeared Multiscale Finite Element Models for Mass Transport and Electrophysiology Coupled to Muscle Mechanics, Frontiers in Bioengineering and Biotechnology, Vol.7, No.381, pp. 16, ISSN 2296-4185, Doi doi.org/10.1016/j.compbiomed.2019.03.023, 2019
  4. Stojadinovic Miroslav, Milicevic, Bogdan, Jankovic Slobodan, Improved predictive performance of Prostate Biopsy Collaborative Group risk calculator when based on automated machine learning, Computers in Biology and Medicine, Vol.138, No.-, pp. -, ISSN 0010-4825, Doi 10.1016/j.compbiomed.2021.104903, 2021
  5. B. Milićević, M. Ivanović, B. Stojanović, M. Milošević, M. Kojić, and N. Filipović, Huxley muscle model surrogates for high-speed multi-scale simulations of cardiac contraction, Computers in Biology and Medicine, Vol.149, No.-, pp. 105963, ISSN -, Doi 10.1016/j.compbiomed.2022.105963, 2022
  6. Bogdan Milicevic, Miljan Milosevic, Vladimir Simic, Danijela Trifunovic, Goran Stankovic, Nenad Filipovic, Milos Kojic, Cardiac hypertrophy simulations using parametric and echocardiography-based left ventricle model with shell finite elements, Computers in Biology and Medicine, Vol.157, No.-, pp. -, ISSN 0010-4825, 2022
  7. Filipovic N, Sustersic T, Milosevic M, Milicevic B, Simic V, Prodanovic M, Mijailovic S and Kojic M, SILICOFCM platform, multiscale modeling of left ventricle from echocardiographic images and drug influence for cardiomyopathy disease, Computer Methods and Programs in Biomedicine, Vol.227, No.-, pp. -, ISSN -, Doi doi.org/10.1016/j.cmpb.2022.107194, 2022
  8. Smiljana Tomasevic, Miljan Milosevic, Bogdan Milicevic, Vladimir Simic, Momcilo Prodanovic, Srboljub Mijailovich, Nenad Filipovic, Computational Modeling on Drugs Effects for Left Ventricle in Cardiomyopathy Disease, Pharmaceutics, Vol.15, No.3, pp. -, ISSN 1999-4923, Doi 10.3390/pharmaceutics15030793, 2023
  9. Tijana Geroski, Orestis Gkaintes, Aleksandra Vulovic, Niketa Ukaj, Jorge Barrasa-Fano, Fernando Perez-Boerema, Bogdan Milicevic, Aleksandar Atanasijevic, Jelena Zivkovic, Andreja Zivic, Maria Roumpi, Themis Exarchos, Christian Hellmich, Stefan Scheiner, Hans Van Oosterwyck, Djordje Jakovljevic, Milos Ivanovic, Nenad Filipovic, SGABU Computational Platform for Multiscale Modeling: Bridging the Gap between Education and Research, Computer Methods and Programs in Biomedicine, Vol.243, No.-, pp. 107935, ISSN 0169-2607, Doi 10.1016/j.cmpb.2023.107935, 2023
  10. M. Milosevic, M. Anic, D. Nikolic, B. Milicevic, M. Kojic, and N. Filipovic, InSilc Computational Tool for In Silico Optimization of Drug-Eluting Bioresorbable Vascular Scaffolds, Computational and Mathematical Methods in Medicine, Vol.2022, No.-, pp. 1-14, ISSN -, Doi 10.1155/2022/5311208., 2022
  11. Nenad Filipovic, Igor Saveljic, Tijana Sustersic, Miljan Milosevic, Bogdan Milicevic, Vladimir Simic, Milos Ivanovic, Milos Kojic, In Silico Clinical Trials for Cardiovascular Disease, Journal of Visualized Experiments, Vol.183, No.1, pp. -, ISSN -, Doi 10.3791/63573, 2022
  12. Bogdan Milićević, Miljan Milošević, Vladimir Simić, Andrej Preveden, Lazar Velicki, Đorđe Jakovljević, Zoran Bosnić, Matej Pičulin, Bojan Žunkovič, Miloš Kojić, Nenad Filipović, Machine learning and physical based modeling for cardiac hypertrophy, Heliyon, Vol.9, No.6, pp. e16724, ISSN 24058440, Doi 10.1016/j.heliyon.2023.e16724, 2023
  13. Miljan Milosevic, Bogdan Milicevic, Vladimir Simic, Milos Anic, Milos Kojic, Djordje Jakovljevic, Nenad Filipovic, Application of In Silico Trials for the Investigation of Drug Effects on Cardiomyopathy-Diseased Heart Cycle Properties, Applied Sciences, Vol.13, No.21, pp. 11780, ISSN 2076-3417, Doi https://doi.org/10.3390/app132111780, 2023
  14. M. Kojic, M. Milosevic, V. Simic, B. Milicevic, R. Terracciano, and C. S. Filgueira, On the generality of the finite element modeling physical fields in biological systems by the multiscale smeared concept (Kojic transport model), Heliyon, Vol.-, No.-, pp. e26354, ISSN 2405-8440, Doi 10.1016/j.heliyon.2024.e26354, 2024
  15. Santagiuliana Raffaella, Milosevic Miljan, Milicevic, Bogdan, Sciume Giuseppe, Simic Vladimir, Ziemys Arturas, Kojic Milos, Coupling tumor growth and bio distribution models, Biomedical Microdevices, Vol.21, No.2, pp. 18, ISSN 1387-2176, Doi 10.1007/s10544-019-0368-y, 2019
  16. M. Stojadinovic, B. Milicevic, and S. Jankovic, Improved Prediction of Significant Prostate Cancer Following Repeated Prostate Biopsy by the Random Forest Classifier, ,” Journal of Medical and Biological Engineering, Vol.-, No.-, pp. -, ISSN -, Doi 10.1007/s40846-022-00768-7, 2022
  17. Miroslav Stojadinovic, Bogdan Milicevic, Slobodan Jankovic, Enhanced PSA Density Prediction Accuracy When Based on Machine Learning, Journal of Medical and Biological Engineering, Vol.43, No.-, pp. 249–257, ISSN 2199-4757, Doi https://doi.org/10.1007/s40846-023-00793-0, 2023
  18. Milos Kojic, M. Milosevic, Bogdan Milicevic, Vladimir Geroski, Vladimir Simic, Danijela Trifunovic, Goran Stankovic, Nenad Filipovic, Computational model for heart tissue with direct use of experimental constitutive relationships, Journal of the Serbian Society for Computational Mechanics, Vol.15, No.1, pp. 1-23, ISSN 1820-6530, 2021
Papers presented at international conferences
  1. Bogdan Milićević, Miloš Ivanović, Universal Service for Solving Systems of Linear Equations, 4th South-East European Conference on Computational Mechanics - SEECCM 2017, Kragujevac, 2017
  2. Milos Kojic, Miljan Milosevic, Vladimir Simic, Bogdan Milicevic, Vladimir Geroski, Nenad Filipovic, Our smeared FE model for electrophysiology coupled with heart muscle mechanics, IEEE-EMBS International Conference on Biomedical and Health Informatics, University if Illinois, Chicago IL, Chicago, 2019
  3. Bogdan Milicevic, Miljan Milosevic, Nenad Filipovic, Milos Kojic, IMAGE-BASED NUMERICAL SIMULATION OF HEART WITH PRESCRIBED DISPLACEMENTS ON THE HEART SURFACE, 14th World Congress in Computational Mechanics (WCCM), Paris, 2021, ISBN 978-84-121101-7-3
  4. Bogdan Milićević, Miloš Ivanović, Boban Stojanović, Nenad Filipović, HUXLEY SURROGATE MODEL FOR TWITCH MUSCLE CONTRACTION, First International Conference on Chemo and Bioinformatics, Kragujevac, 2021
  5. Miljan Milosevic, Bogdan Milicevic, Vladimir Geroski, Vladimir Simic, Milos Kojic, APPLICATION OF THE SMEARED CONCEPT IN PATIENT-SPECIFIC HEART ELECTROPHYSIOLOGY MODELS, 14th World Congress in Computational Mechanics (WCCM) ECCOMAS Congress 2021, Paris, 2021, ISBN 978-84-121101-7-3
  6. Vladimir Simic, Jessica Domitrovic, Miljan Milosevic, Bogdan Milicevic, Ashley Holder, Milos Kojic, COMPUTATIONAL MODEL FOR HEAT TRANSFER COUPLED WITH FLUID FLOW WITHIN PERITONEAL CAVITY, First International Conference on Chemo and Bioinformatics, Kragujevac, 2021
  7. Bogdan Milicevic, Vladimir Simic, Miljan Milosevic, Milos Ivanovic, Boban Stojanovic, Milos Kojic and Nenad Filipovic, Integration of Surrogate Huxley Muscle Model into Finite Element Solver for Simulation of the Cardiac Cycle, Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2022, Glasgow, 2022
  8. B. Milićević, M. Ivanović, B. Stojanović, M. Milošević, V. Milovanović, M. Kojić, and N. Filipović, Optimization of Physics-Informed Neural Networks for Efficient Surrogate Modeling of Huxley’s Muscle Model in Multi-Scale Finite Element Simulations, IEEE 23rd International Conference on Bioinformatics and Bioengineering (BIBE), Online, 2023
  9. Bogdan Milićević, Miljan Milošević, Mina Vasković Jovanović, Vladimir Milovanović, Nenad Filipović, Miloš Kojić, Overview of Left Ventricular Segmentation in Ultrasound Images, 2nd International Conference on Chemo and Bioinformatics ICCBIKG 2023, Kragujevac, Serbia, 2023, September 28-29, pp. 359-362
  10. Bogdan Milicevic, Milos Ivanovic, Boban Stojanovic, Nenad Filipovic, OVERVIEW OF PHYSICS-INFORMED NEURAL NETWORKS APPLICATIONS, The 16th International Scientific Conference Contemporary Materials, Banja Luka, Republic of Srpska, 2023
  11. Milićević Bogdan, Miljan Milošević, Vladimir Simić, Miloš Kojić, Muscle model with net of fibers used for modeling cell migration, belbi 2018, Beograd, 2018
  12. Vladimir Simić, Miljan Milošević, Bogdan Milićević, Miloš Kojić, Application of multislace smeared finite element model for modeling of mass transport in cappillary systems and biological tissue, belbi2018, Beograd, 2018
  13. Milićević Bogdan, Lazar Vasović, Miloš Ivanović, Boban Stojanović, Surrogate Models of Huxley Muscle Model Based on Artificial Neural Networks, 8th International Conference on Computational Bioengineering, Belgrade, Serbia, 2019, 4-6 September, pp. 36, ISBN 978-86-81037-75-1
  14. Milos Kojic, Miljan Milosevic, Bogdan Milićević, Vladimir Simic, Heart mechanical model based on Holzapfel experiments, 8th International Conference on Computational Bioengineering, Belgrade, Serbia, 2019, 4-6 September, pp. 36-37, ISBN 978-86-81037-75-1
  15. Milos Kojic, Miljan Milosevic, Vladimir Simic, Bogdan Milicevic, Vladimir Geroski, Nenad Filipovic, Smeared finite element model of heart wall: electrophysiology coupled with muscle mechanics, 19th International Conference on Bioinformatics and Bioengineering (BIBE, Athens, Greece, 2019, 28-30.10, pp. 458-461
  16. Bogdan Milicevic, Boban Stojanovic, Milos Ivanovic, Nenad Filipovic, The Recurrent Neural Networks for Muscle Stress Prediction in Finite Element Analysis, 8th European Medical and Biological Engineering Conference (EMBEC 2020), Portorož, Slovenia, 2020, 29 November − 3 December, pp. 344, ISBN 978-961-243-411-3
  17. Miljan Milosevic, Bogdan Milicevic, Vladimir Simic, Vladimir Geroski, Smiljana Djorovic, Milos Kojic, Nenad Filipovic, Application of electro-mechanical model for investigation of human heart behaviour, 8th European Medical and Biological Engineering Conference (EMBEC 2020), Portorož, Slovenia, 2020, 29 November − 3 December, pp. 58, ISBN 978-961-243-411-3
  18. Vladimir Simic, Miljan Milosevic, Bogdan Milicevic, Vladimir Geroski, Milos Kojic, Nenad Filipovic, Application of smeared modeling concept and Holzapfel material model for investigation of human heart properties, 8th European Medical and Biological Engineering Conference (EMBEC 2020), Portorož, Slovenia, 2020, 29 November − 3 December, pp. 60, ISBN 978-961-243-411-3
  19. Bogdan Milićević, Miljan Milošević, Vladimir Simić, Danijela Trifunović, Nenad Filipović, Miloš Kojić, Semi-automatic Left Ventricle Model Generation, The 21st IEEE International Conference on BioInformatics and BioEngineering, Kragujevac, 2021
  20. Bogdan Milićević, Miloš Ivanović, Boban Stojanović and Nenad Filipović, Huxley Surrogate Model Based on Gated-Recurrent Units and Temporal Convolutional Networks, The IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), Athens, Greece, 2021, 27-30 July
  21. Miljan Milosevic, Bogdan Milicevic, Vladimir Simic, Vladimir Geroski, Nenad Filipovic, Milos Kojic, Biomechanical modeling of the heart left ventricle, The IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), Athens, Greece, 2021, 27-30 July
  22. Miljan Milošević, Bogdan Milićević, Vladimir Simić, Vladimir Geroski, Nenad Filipović, Miloš Kojić, Computational model for simulation of left ventricle behaviour during heart beat, The 21st IEEE International Conference on BioInformatics and BioEngineering, Kragujevac, 2021
  23. Tijana Sustersic, Andjela Blagojevic, Bogdan Milicevic, Miljan Milosevic, Stefan Simovic, Nenad Filipovic, Ultrasound image processing and 3D reconstruction of heart in patients with cardiomyopathy, The IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), Athens, Greece, 2021, 27-30 July
  24. Vladimir Simić, Miljan Milošević, Igor Saveljić, Bogdan Milićević, Nenad Filipović, Miloš Kojić, 3D Reconstruction and Computational Modeling of Solid-fluid Interaction in Realistic Heart Model, The 21st IEEE International Conference on BioInformatics and BioEngineering, Kragujevac, 2021
  25. Bogdan Milićević, Miljan Milošević, Vladimir Simic, Danijela Trifunovic, Nenad Filipović and Miloš Kojić, Simulation of the Eccentric Hypertrophy in Realistic Heart Geometry Generated from Echocardiography Modeled by Shell Elements, 13th HSTAM International Congress on Mechanics, Patras, 2022
  26. Bogdan Milicevic, Miljan Milosevic, Vladimir Simic, Danijela Trifunovic, Nenad Filipovic, Milos Kojic, Membrane Left Ventricle Model Generated from Echocardiography, 15th World Congress on Computational Mechanics (WCCM-XV), Yokohama, Japan, 2022
  27. Bogdan Milićević, Miljan Milošević, Vladimir Simić, Miloš Kojić, Nenad Filipović, SIMULATION OF THE FULL CARDIAC CYCLE USING PARAMETRIC LEFT VENTRICLE MODEL, IX International Conference on Computational Bioengineering, ICCB2022, Lisbon, Portugal, 2022
  28. Bogdan Milicevic, Milos Ivanovic, Boban Stojanovic, Nenad Filipovic, SOLVING THE HUXLEY EQUATION FOR ISOMETRIC MUSCLE CONTRACTION USING PHYSICS-INFORMED NEURAL NETWORK, 1st Serbian International Conference on Applied Artificial Intelligence (SICAAI), Kragujevac, Serbia, 2022
  29. Bogdan Milicevic, Milos Ivanovic, Boban Stojanovic, Nenad Filipovic, Physics-informed Neural Network for Isotonic Muscle Contraction, The IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), IOANNINA, Greece, 2022
  30. Bogdan Milicevic, Milos Ivanovic, Boban Stojanovic, Nenad Filipovic, NEURAL NETWORKS FOR SOLVING HUXLEY'S EQUATION, 15th International conference on contemporary materials (Contemporary materials 2022), Banja Luka, Republika Srpska, 2022
  31. Tijana Sustersic, Andjela Blagojevic, Bogdan Milicevic, Miljan Milošević, Nenad Filipović, TOWARDS FULLY AUTOMATED 3D RECONSTRUCTION OF HEART - SEGMENTATION AND PARAMETRIC HEART MODEL FOR PATIENTS WITH CARDIOMYOPATHY, IX International Conference on Computational Bioengineering, ICCB2022, Lisbon, Portugal, 2022
  32. Vladimir Simic, Bogdan Milicevic, Miljan Milosevic, Arturas Ziemys, Nenad Filipovic, Milos Kojic, PARAMETER OPTIMIZATION OF TUMOR DRUG DELIVERY MODEL USING GENETIC ALGORITHMS, 1st Serbian International Conference on Applied Artificial Intelligence (SICAAI), Kragujevac, Serbia, 2022
  33. Bogdan Milićević, Miljan Milošević, Vladimir Simić, Danijela Trifunović, Goran Stanković, Nenad Filipović, Miloš Kojić, Echocardiography-based Left Ventricle Cardiac Hypertrophy Simulations, The Belgrade Bioinformatics Conference (BelBi2023), Belgrade, Serbia, 2023, June 19-23
  34. Bogdan Milićević, Miljan Milošević, Vladimir Simić, Danijela Trifunović; Goran Stanković; Nenad Filipović; Miloš Kojić, Left Ventricle Cardiac Hypertrophy Simulations using Shell Finite Elements, 9th International Congress of the Serbian Society of Mechanics, Vrnjacka Banja, Serbia, 2023, July 5-7
  35. Bogdan Milićević, Miloš Ivanović, Boban Stojanović, Miljan Milošević, Vladimir Simić, Miloš Kojić, Nenad Filipović, Comparison of data-driven and physics-informed neural networks for surrogate modelling of the huxley muscle model, 2nd Serbian International Conference on Applied Artificial Intelligence (SICAAI), Kragujevac, Serbia, 2023, May 19-20
  36. Bogdan Milićević, Miloš Ivanović, Boban Stojanović, Miljan Milošević, Vladimir Simić, Miloš Kojić, Đorđe Jakovljević, Nenad Filipović, INTEGRATION OF PHYSICS-INFORMED MUSCLE SURROGATE MODEL INTO FINITE ELEMENT SOLVER, ECCOMAS MSF 2023 THEMATIC CONFERENCE, Sarajevo, Bosnia and Herzegovina, 2023, 25 – 27 June
  37. Bogdan Milicevic, Milos Ivanovic, Boban Stojanovic, Miljan Milosevic, Vladimir Simic, Milos Kojic, Nenad Filipovic, Data-driven and Physics-informed Muscle Model Surrogates for Cardiac Cycle Simulations, 10th International Conference on Electrical, Electronics and Computer Engineering (IcETRAN), East Sarajevo, Bosnia and Herzegovina, 2023, 5-8 June
  38. Lemana Spahic, Leo Benolic, Safi Ur Rehman Qamar, Vladimir Simic, Bogdan Milicevic, Miljan Milosevic, Tijana Geroski, Nenad Filipovic, Prediction of Coronary Plaque Progression Using Data Mining and Artificial Neural Networks, 13th International Conference on Information Society and Technology, Kopaonik, Serbia, 2023
  39. Miljan Milošević, Miloš Anić, Dalibor Nikolić, Bogdan Milićević, Miloš Kojić, Nenad Filipović, Computational Platform for In-silico Investigation and Optimization of Drug-eluting Bioresorbable Stents, 5th South-East European Conference on Computational Mechanics, Vrnjacka Banja, 2023, July 5-7
  40. Miloš Kojić, Miljan Milošević, Vladimir Simić, Bogdan Milićević, A Multiscale-multiphysics Model for Lung Mechanics, Airflow and Molecular Transport, 5th South-East European Conference on Computational Mechanics, Vrnjacka Banja, Serbia, 2023, July 5-7
  41. Smiljana Tomasevic, Miljan Milosevic, Bogdan Milicevic, Vladimir Simic, Momcilo Prodanovic, Srboljub M. Mijailovich, Nenad Filipovic, Finite Element Analysis of Myocardial Work in Cardiomyopathy, 13th International Conference on Information Society and Technology, Kopaonik, Serbia, 2023
  42. Smiljana Tomašević, Miljan Milošević, Bogdan Milićević, Vladimir Simić, Momčilo Prodanović, Srboljub Mijailović; Nenad Filipović, Computational Analysis of Drug Effects on Hypertrophic Cardiomyopathy, 9th International Congress of the Serbian Society of Mechanics, Vrnjacka Banja, Serbia, 2023, 5-7 July