ФАКУЛТЕТ ИНЖЕЊЕРСКИХ НАУКА
УНИВЕРЗИТЕТ У КРАГУЈЕВЦУ
CURRICULUM VITAE
Тијана Героски

OСНОВНИ ПОДАЦИ
Име и презимеТијана Героски
Година и место рођењаКрагујевац, 1993.
ЗвањеАсистент
E-mailtijanas@kg.ac.rs
Образовно-научно / образовно-уметничко пољеТехничко-технолошке науке
Универзитет, факултет, организациона јединицаУниверзитет у Крагујевцу, Факултет инжењерских наука, Примењена механика и аутоматско управљање
Област и ужа специјалностМашинско инжењерство, Примењена информатика и рачунарско инжењерство

СТРУЧНА БИОГРАФИЈА - ДИПЛОМЕ
ОСНОВНЕ СТУДИЈЕ
Година2015
МестоКрагујевац
ИнституцијаФакултет инжењерских наука
НасловАутоматска локализација и тродимензионални приказ тумора мозга из реалних ЦТ снимака
ОбластАутоматско управљање
МАГИСТАРСКА ТЕЗА
Година2017
МестоКрагујевац
ИнституцијаФакултет инжењерских наука
НасловИмплементација алгоритма за идентификацију особа на основу карактеристика лица
ОбластИнтелигентно управљање

СТРУЧНА БИОГРАФИЈА - ЗВАЊА
Година избораИнституцијаЗвање
2018Факултет инжењерских наукаИстраживач приправник
2019Факултет инжењерских наукаАсистент

СТРУЧНА БИОГРАФИЈА - УСАВРШАВАЊЕ
ГодинаИнституцијаТрајање
2016Albert-Ludwigs-Universität, Freiburg, Germany1 месец
2017Universität Erlangen-Nürnberg, Lehrstuhl Biomaterialien, Erlangen, Germany15 дана
2017Тренинг школа „The emerging role of fluid-particle dynamics and reduced methods in the context of in silico population studies for pulmonary drug development”, SimInhale COST Action MP14043 дана
2018Тренинг школа „Systems Bioinformatics towards Network Medicine”, OpenMultiMed COST Action CA151203 дана
2018Тренинг школа SimInhale COST Action MP14045 дана
2018Тренинг школа Bioneca COST Action CA161224 дана
2019Тренинг школа OpenMultiMed COST Action CA151205 дана
2019Тренинг школа Bioneca COST Action CA161224 дана
2015Пасау на летњем курсу немачког језика, Bayerische Hochschulzentrum für Mittel-, Ost- und Südosteuropa (BAYHOST), German Courses Passau, Пасау, Немачка30 дана

СТРУЧНА БИОГРАФИЈА - ПРИЗНАЊА И НАГРАДЕ
ГодинаНазив
2016Tesla’s Bladeless Turbine on the Festival and Competition “Following Tesla’s inventions
2014Машинијада, Механика флуида
2016Машинијада, Механика флуида
2015Машинијада, Механика флуида
2016Stipendija za izuzetno nadarene učenike i studente
2018Nethatlon, COST Action CA15120, OpenMultiMed
2021Najbolja naučnica na Fakultetu inženjerskih nauka u 2021. god
2021L'OREAL-UNESCO "Za žene u nauci" Nacionalna Stipendija (Stipendisti 2021)
2022Godišnja nagrada za izuzetne rezultate u naučnoistraživačkom radu postignute na Univerzitetu u Kragujevcu u polju tehničko-tehnoloških nauka

НАУЧНО-ИСТРАЖИВАЧКИ РАД
Списак резултата М13
Монографска студија/поглавље у књизи М11 или рад у тематском зборнику водећег међународног значаја		Број
5		Укупан
  1. Filipović N., Nikolić M., Šušteršič T., Поглавље: Simulation of organ-on-a-chip systems Biomaterials for Organ and Tissue Regeneration - New Technologies and Future Prospects, Elsevier, Br. strana: 846, ISBN 9780081029060, -, 2020
  2. Šušteršič T., Filipović N., Поглавље 8 - Computational modelling of dry powder inhalers for pulmonary drug delivery Computational Modeling in Bioengineering and Bioinformatics, Elsevier, Br. strana: 442, ISBN 9780128195833, -, 2020
  3. Šušteršič, T. I., & Filipovic, N. D., Implementation of Medical Image Processing Algorithms on FPGA Using Xilinx System Generator. Computational Modeling and Simulation Examples in Bioengineering (Ed. N. Filipović), Chapter 9, John Wiley & Sons, Br. strana: 40, ISBN 9781119563945, New Jersey, United States, 2021
  4. Šušteršič, T., Blagojević, A., Artificial intelligence approach toward analysis of COVID-19 development—Personalized and epidemiological model, In book: Cardiovascular and Respiratory Bioengineering, Chapter 12, Elsevier, Br. strana: 33, ISBN 978-0-12-823956-8, Amsterdam, Netherlands, 2022
  5. Šušteršič, T., Kovačević, V., Ranković, V., Rasulić, L., & Filipović, N., Computational Modelling and Machine Learning Based Image Processing in Spine Research. In Personalized Orthopedics, Chapter 16, Springer, Br. strana: 61, ISBN 978-3-030-98279-9, Berlin, Germany, 2022
Списак резултата М21
Рад у врхунском међународном часопису		Број
15		Укупан
  1. Nikolic, M., Sustersic, T. and Filipovic, N, In vitro models and on-chip systems: Biomaterial interaction studies with tissues generated using lung epithelial and liver metabolic cell lines, Frontiers in Bioengineering and Biotechnology, Vol.6, No.-, pp. 120, ISSN 2296-4185, Doi 10.1016/j.ejps.2017.10.022, 2018
  2. Vulović A., Šušteršič T., Cvijić S., Ibrić S., Filipović N., Coupled in silico platform: Computational Fluid Dynamics (CFD) and Physiologically-Based Pharmacokinetic (PBPK) modelling, European Journal of Pharmaceutical Sciences (EJPS), Vol.113, No./, pp. 171-184, ISSN 0928-098, Doi 10.1016/j.ejps.2017.10.022, 2018
  3. Madžarević M., Medarević Đ., Vulović A., Šušteršič T., Djuris J., Filipović N., Ibrić S., Optimization and prediction of ibuprofen release from 3D DLP printlets using artificial neural networks, Pharmaceutics, Vol.11, No.10, pp. 544, ISSN 1999-4923, Doi https://doi.org/10.3390/pharmaceutics11100544, 2019
  4. Šušteršič T., Ranković V., Peulić M., Peulić A., An Early Disc Herniation Identification System for Advancement in the Standard Medical Screening Procedure based on Bayes Theorem, IEEE Journal of Biomedical and Health Informatics, Vol.24, No.1, pp. 151-159, ISSN 2168-2194, Doi 10.1109/JBHI.2019.2899665, 2020
  5. Šušteršič, T., Milovanović, V., Ranković, V., & Filipović, N., A comparison of classifiers in biomedical signal processing as a decision support system in disc hernia diagnosis, Computers in Biology and Medicine, Vol.125, No.-, pp. 103978, ISSN 0010-4825, Doi 10.1016/j.compbiomed.2020.103978, 2020
  6. Anđelić, N., Baressi Šegota, S., Lorencin, I., Jurilj, Z., Šušteršič, T., Blagojević, A., ... & Car, Z., Estimation of COVID-19 Epidemiology Curve of the United States Using Genetic Programming Algorithm, International Journal of Environmental Research and Public Health, Vol.18, No.3, pp. 959, ISSN 1660-4601, Doi https://doi.org/10.3390/ijerph18030959, 2021
  7. Blagojević, A., Šušteršič, T., Lorencin, I., Baressi Šegota, S., Anđelić, N., Milovanović, D., Baskić, D., Baskić, D., Zdravković Petrović, N., Sazdanović, P., Car, Z., Filipović, N., Artificial intelligence approach towards assessment of condition of COVID-19 patients – Identification of predictive biomarkers associated with severity of clinical condition and disease progression, Computers in Biology and Medicine, Vol.138, No.-, pp. 104869, ISSN 0010-4825, Doi https://doi.org/10.1016/j.compbiomed.2021.104869, 2021
  8. Ignjatović, J., Šušteršič, T., Bodić, A., Cvijić, S., Đuriš, J., Rossi, A., ... & Filipović, N., Comparative Assessment of In Vitro and In Silico Methods for Aerodynamic Characterization of Powders for Inhalation, Pharmaceutics, Vol.13, No.11, pp. 1831, ISSN 1999-4923, Doi https://doi.org/10.3390/pharmaceutics13111831, 2021
  9. Lorencin, I., Baressi Šegota, S., Anđelić, N., Blagojević, A., Šušteršič, T., Protić, A., ... & Car, Z., Automatic Evaluation of the Lung Condition of COVID-19 Patients Using X-ray Images and Convolutional Neural Networks, Journal of Personalized Medicine, Vol.11, No.1, pp. 28, ISSN 2075-4426, Doi https://doi.org/10.3390/jpm11010028, 2021
  10. Musulin, J., Baressi Šegota, S., Štifanić, D., Lorencin, I., Anđelić, N., Šušteršič, T., Blagojević, A., ... & Markova-Car, E. (2021)., Application of Artificial Intelligence-Based Regression Methods in the Problem of COVID-19 Spread Prediction: A Systematic Review, International Journal of Environmental Research and Public Health, Vol.18, No.8, pp. 4287, ISSN 1660-4601, Doi https://doi.org/10.3390/ijerph18084287, 2021
  11. Šušteršič, T., Blagojević, A., Cvetković, D., Cvetković, A., Lorencin, I., Baressi Šegota, S., Milovanović, D., Baskić, D., Car, Z., Filipović, N., Epidemiological Predictive Modeling of COVID-19 Infection: Development, Testing, and Implementation on the Population of the Benelux Union, Frontiers in Public Health, Vol.9, No.-, pp. 1567, ISSN 22962565, Doi https://doi.org/10.3389/fpubh.2021.727274, 2021
  12. Šušteršič, T., Simsek, G. M., Guven Yapıcı, G., Nikolić, M., Vulović, R., Filipovic, N., Vrana N. E., An In-silico Corrosion for Biomedical Applications for Coupling With In Vitro Biocompatibility for Estimation of Long-term Effects, Frontiers in Bioengineering and Biotechnology, Vol.9, No./, pp. article 718026, ISSN 2296-4185, Doi https://doi.org/10.3389/fbioe.2021.718026, 2021
  13. Filipovic, N., Sustersic, T., Milosevic, M., Milicevic, B., Simic, V., Prodanovic, M., ... & 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. 107194, ISSN 0169-2607, Doi https://doi.org/10.1016/j.cmpb.2022.107194, 2022
  14. Šušteršič, T., Bodić, A., Ignjatović, J., Cvijić, S., Ibrić, S., & Filipović, N., Numerical Modeling of Particle Dynamics Inside a Dry Powder Inhaler, Pharmaceutics, Vol.14, No.12, pp. 2591, ISSN 1999-4923, Doi https://doi.org/10.3390/pharmaceutics14122591, 2022
  15. Šušteršič, T., Ranković, V., Milovanović, V., Kovačević, V., Rasulić, L., & Filipović, N., A Deep Learning Model for Automatic Detection and Classification of Disc Herniation in Magnetic Resonance Images., IEEE Journal of Biomedical and Health Informatics, Vol.26, No.12, pp. 6036-6046, ISSN 2168-2194, Doi https://doi.org/10.1109/JBHI.2022.3209585, 2022
Списак резултата М22
Рад у истакнутом међународном часопису		Број
1		Укупан
  1. Peulić, M., Joković, M., Šušteršič, T., & Peulić, A., A Noninvasive Assistant System in Diagnosis of Lumbar Disc Herniation, Computational and mathematical methods in medicine, Vol.2020, No.-, pp. 6320126, ISSN 1748-6718, Doi https://doi.org/10.1155/2020/6320126, 2020
Списак резултата М23
Рад у међународном часопису		Број
4		Укупан
  1. Peulic, A., Sustersic, T., Peulic, M., Non-invasive improved technique for lumbar discus hernia classification based on fuzzy logic, Biomedizinische Technik/Biomedical Engineering. De Gruyter, Vol.64, No.4, pp. 421-428, ISSN 0013-5585, Doi https://doi.org/10.1515/bmt-2018-0013, 2018
  2. Šušteršič T., Liverani L., Boccaccini A. R., Savic S., Janicijevic A., Filipović N., Numerical simulation of electrospinning process in commercial and in-house software PAK, Materials Research Express, Vol.6, No.2, pp. 1-13, ISSN 2053-1591, Doi https://doi.org/10.1088/2053-1591/aaeb08, 2019
  3. Sustersic, T. and Peulic, A., Implementation of Face Recognition algorithm on Field Programmable Gate Array (FPGA), Journal of Circuits, Systems, and Computers, Vol.28, No.8, pp. 1950129, ISSN 0218-1266, Doi https://doi.org/10.1142/S0218126619501299, 2019
  4. Šušteršič, T., & Peulić, A., FPGA Implementation of Expert System for Medical Diagnosis of Disc Hernia Diagnosis Based on Bayes Theorem, Journal of Circuits, Systems and Computers, Vol.-, No.-, pp. 2350038, ISSN 0218-1266, Doi https://doi.org/10.1142/S021812662350038X, 2022
Списак резултата М24
Рад у часопису међународног значаја верификованог посебном одлуком		Број
1		Укупан
  1. Ferouka I., Šušteršič T., Živanović M., Filipović N., Mathematical Modelling of Polymer Trajectory During Electrospinning, Journal of the Serbian Society for Computational Mechanics, Vol.12, No.2, pp. 17-38, ISSN 1820-6530, Doi 10.24874/jsscm.2018.12.02.02, 2018
Списак резултата М33
Саопштење са међународног скупа штампано у целини		Број
27		Укупан
  1. Šušteršič T., Mijailović N., Milanković I., Filipović N., Peulić A., Segmentation and Three-Dimensional Visualization of Brain Tumor and Possibility of Mapping Such Algorithms on High Performance Reconfigurable Computers, 5th International Conference on Information Society and Technology (ICIST 2015), Kopaonik, Sebia, 2015, 8-11 March, pp. 455-459, ISBN 978-86-85525-16-2,
  2. Šušteršič T., Peulić M., Filipović N., Peulić A, Application of active contours method in assessment of optimal approach trajectory to brain tumor, IEEE 15th International Conference on BioInformatics and BioEngineering (BIBE 2015), Belgrade, 2015, 2-4 November, pp. 187-190, ISBN 978-1-4673-7984-7
  3. Šušteršič T., Vulović A., Cvijić S., Ibrić S., Filipović N., Simulation of Aerosol Particle Flow Through Dry Powder Inhaler Aerolizer®, 4th South-East European Conference on Computational Mechanics and ECCOMAS Special Interest Conference, Kragujevac, 2017, 3-5 June, pp. -, ISBN 978-86-921243-0-3
  4. Šušteršič T., Vulović A., Cvijić S., Ibrić S., Filipović N., Effect of Circulation Chamber Dimensions on Aerosol Delivery Efficiency of a Commercial Dry Powder Inhaler Aerolizer®, IEEE 17th International Conference on BioInformatics and BioEngineering (BIBE 2017), Washington D.C., USA, 2017, 23-25 October, pp. 555-558, ISBN 978-1-5386-1324-5
  5. Vulović A., Šušteršič T., Filipović N., Finite Element Analysis of Femur During Gait Cycle, 4th South-East European Conference on Computational Mechanics and ECCOMAS Special Interest Conference, Kragujevac, 2017, 3-5 June, pp. -, ISBN 978-86-921243-0-3
  6. Vulović A., Šušteršič T., Filipović N.,, Finite Element Analysis of Femoral Implant Under Static Loa, IEEE 17th International Conference on BioInformatics and BioEngineering (BIBE 2017), Washingtorn D.C., USA, 2017, 23-25 October, pp. 559-562, ISBN 978-1-5386-1324-5
  7. Ferouka I., Šušteršič T., Živanović M., Filipović N., Discrete simulation of electrospinning jet’s evolution,, Belgrade BioInformatics Conference 2018 (BelBi 2018), Belgrade, 2018, 18-22 June, pp. 107, ISBN 2334-6590
  8. Šušteršič T., Peulić A., Peulić M., Filipović N., User Friendly Two- and Three-Dimensional Brain Tumor Visualization, IEEE Conference on Biomedical and Health Informatics (BHI) 2018 and the IEEE Conference on Body Sensor Networks (BSN), Las Vegas, Nevada, USA, 2018, 4-7 March
  9. Šušteršič T., Vulovic A., Cekerevac I., Susa R., Baumann S., Zisaki A., Braojos R., Rincón F., Murali S., Filipovic N, Automatic Sleep Apnea/Hypopnea Detection based on Nasal Airflow Signal, 8th International Conference on Information Society and Techology (ICIST),, Kopaonik, Serbia, 2018, 11-14 March
  10. Šušteršič T., Vulović A., Čekerevac I., Suša R., Baumann S., Zisaki A., Braojos R., Rincón F., Murali S., Filipović N., Automatic Sleep Apnea/Hypopnea Detection based on Nasal Airflow Signal, ICIST 2018 Proceedings, Kopaonik, Srbija, 2018, 11 - 14 March, 2018, pp. 206-211, ISBN 978-86-85525-22-3
  11. Šušteršič T., Nikolić M., Vrana N. E., Filipović N., Discrete Modelling of Liver Cell Aggregation Using Partial Differential Equations, Conference of Medical and Biological Engineering in Bosnia and Herzegovina (CMBEBIH), IFMBE Proceedings, Banja Luka, Bosnia and Herzegovina, 2019, 16 – 18 May, 2019, pp. 379-384, ISBN 1680-0737
  12. Šušteršič T., Ranković V., Filipović N., Development Of A User-Friendly Application For Dicom Image Segmentation And 3d Visualization Of A Brain Tumor, 19th International Conference on BioInformatics & BioEngineering (IEEE BIBE 2019), Athens, Greece, 2019, 28 - 30 October, pp. 507-510, ISBN 2471-7819
  13. Sustersic, T., Anic, M., Filipovic, N., Heart left ventricle segmentation in ultrasound images using deep learning, 20th IEEE MEDITERRANEAN ELETROTECHNICAL CONFERENCE, IEEE MELECON 2020, Virtual Conference, 2020, June 15-18
  14. Šušteršič, T., Nikolić, M., Vulović, R., Vrana, N.E. and Filipović, N., Use of Lung and Liver Computer Modeling in Preclinical Practice, VPH2020 Conference, Paris (Virtual Conference), 2020, 26-28 August
  15. Blagojević, A., Šušteršič, T. Filipović, N., Epidemiological forecasting of COVID-19 infection using deep learning approach, 21st IEEE International Conference on BioInformatics and BioEngineering (BIBE 2021), Kragujevac, 2021, 25-27 October
  16. Ignjatović, J., Šušteršič, T., Cvijić, S., Bodić, A., Đuriš, J., Ibrić, S., Filipović, N., Comparative Assessment of Computational vs. In Vitro Methods for the Estimation of Dry Powders for Inhalation Emitted Fraction, The 21st IEEE International Conference on BioInformatics and BioEngineering (BIBE 2021), Kragujevac, 2021, 25-27 October
  17. Ignjatović, J., Šušteršič, T., Cvijić, S., Bodić, A., Đuriš, J., Ibrić, S., Filipović, N., Computational vs. In Vitro Approach to Predict Aerodynamic Performance of Dry Powders for Inhalation, 1st International Conference on Chemo and Bioinformatics (ICCBIKG), Kragujevac, 2021, October 26-27
  18. Nikolić, M. Šušteršič, T. Filipović, N., Numerical Simulation of Sedimentation Process using Mason-Weaver Equation, The 21st IEEE International Conference on BioInformatics and BioEngineering (BIBE 2021), Kragujevac, 2021, 25-27 October
  19. Šušteršič T., Blagojević, A., Simović, S., Velicki, L., Filpović, N., Automatic Detection of Cardiomyopathy in Cardiac Left Ventricle Ultrasound Images, 11th International Conference on Information Society and Techology (ICIST), Proceedings of the 11th International Conference on Information Society and Technology, Kopaonik, Serbia, 2021, 7-11 March, ISBN 978-86-85525-24-7
  20. Šušteršič, T., Blagojević, A., Cvetković, D., Cvetković, A., Lorencin, I., Šegota, S., Car, Z., Filipović, N., Epidemiological predictive modelling of COVID-19 spread, 8th Interantional Congress of Serbian Society of Mechanics, Kragujevac, 2021, June 28-30, pp. 413-414
  21. Šušteršič, T., Ranković, V., Kovačević, V., Milovanović, V., Rasulić, L., Filipović, N., Machine Learning-based Image Processing in Support of Discus Hernia Diagnosis, The 21st IEEE International Conference on BioInformatics and BioEngineering (BIBE 2021), Kragujevac, 2021, 25-27 October
  22. Blagojević, A., Šušteršič, T., Filipović, N., Simulation of Atherosclerotic Plaque Development using Agent-based Modelling, 12th International Conference on Information Society and Techology (ICIST), Kopaonik, Serbia, 2022, 13-16 March
  23. Dašić, L., Blagojević, A., Šušteršič T., Filipović N., Comparative Analysis of Patch-based and Full Image Methodology of Carotid Artery Plaque Semantic Segmentation in Ultrasound images, IEEE Conference on Biomedical and Health Informatics (BHI) and the IEEE Conference on Body Sensor Networks (BSN), Ionnina, Greece, 2022, 27-30 September
  24. Mitrevski, N., Ilić, Đ., Marković, J., Šušteršič T., Živić, F., Grujović, N., Filpović, N., SMART2M Digital Platform as the Communication Channel for Academia - Industry Collaboration, 12th International Conference on Information Society and Techology (ICIST), Kopaonik, Serbia, 2022, 13-16 March
  25. Šušteršič T., Ranković V., Kovačević V., Filipović N., Segmentation and Classification of Disc Hernia in Magnetic Resonance Images using Deep Learning, IEEE Conference on Biomedical and Health Informatics (BHI) and the IEEE Conference on Body Sensor Networks (BSN), Ionnina, Greece, 2022, 27-30 September
  26. Šušteršič T., Ranković, V., Milovanović, V., Kovačević, V., Rasulić, L., Filpović, N., Detecting Disc Herniation in Segmented Lumbar Spine Magnetic Resonance Images using Distinct Features, 12th International Conference on Information Society and Techology (ICIST), Kopaonik, Serbia, 2022, 13-16 March
  27. Šušteršič, T., Marković, J., Atanasijević, A., Živić, A., Ivanović, M., Filipović, N., SGABU Platform – Integrated Platform for Biomedical Datasets and Multiscale Models, Contemporary Materials, Banja Luka, Bosnia and Herzegovina, 2022, 8-9 Septembar
Списак резултата М34
Саопштење са међународног скупа штампано у изводу		Број
21		Укупан
  1. Ferouka I., Šušteršič T., Živanović M., Filipović N., Discrete Simulation Of Electrospinning Jet’s Evolution, Belgrade BioInformatics Conference 2018 (BelBi 2018), Biologia Serbica, Belgrade, Serbia, 2018, 18 – 22 June, pp. 107, ISBN 2334-6590
  2. Nikolić M., Šušteršič T., Saveljić I., Vrana N.E., Filipović N., Modelling of Monocytes Behaviour inside the Bioreactor, Belgrade BioInformatics Conference 2018 (BelBi 2018), Biologia Serbica, Belgrade, 2018, 18-22 June, pp. 123, ISBN 2334-6590
  3. Šušteršič T., Liverani L., Boccaccini A. R., Filipović N., Electrospinning Process Simulation for the Application in Predictive Cardiovascular Disease, 13th World Congress on Computational Mechanics (WCCM 2018), New York City, 2018, 22-27 July 2018, pp. 3105, ISBN 978-0-578-40837-8
  4. Šušteršič T., Liverani L., Boccaccini A. R., Savić S., Filipović N., Numerical simulation of electrospinning using PAK and ANSYS software, Belgrade BioInformatics Conference 2018 (BelBi 2018), Belgrade, 2018, 18-22 June, pp. 130, ISBN 2334-6590
  5. Šušteršič T., Milovanović V., Ranković V., Filipović N., Peulić A., Medical Image Processing Using Xilinx System Generator, Eight International Conference on Computational Bioengineering ICCB, Belgrade, Serbia, 2019, 4-6 September, pp. 90-91, ISBN 978-86-81037-75-1
  6. Šušteršič T., Nikolić M., Barthes J., Vrana N. E., Filipović N., Coupling Experimental Data And Numerical Simulation In Modelling Epithelial Barrier Formation With A549 Cancerous Cell Line, Eight International Conference on Computational Bioengineering ICCB, Belgrade, Serbia, 2019, 4 - 6 September, pp. 47-48, ISBN 978-86-81037-75-1
  7. Šušteršič T., Şimşek G. M, Vrana, N. E., Filipović, N., Computational Modelling Of Corrosion Process In Medical Implant Surfaces, 7th International Congress of Serbian Society of Mechanics, Sremski Karlovci, Serbia, 2019, 24 – 26 June, pp. 180-182, ISBN 978-86-909973-7-4
  8. Blagojević, A., Šušteršič, T., Filipović, N., Automatic segmentation of lungs with pneumonia in X-ray images of patients with COVID-19, YOUng ResearcherS Conference 2020, YOURS 2020, Belgrade (Virtual conference), 2020, 28th September
  9. Sustersic T., Nikolic M., Barthes J., Vrana N. E. and Filipovic N., In silico modelling of epithelial barrier formation with A549 cancerous cell line, 11th World Biomaterials Congress (WBC 2020), Glasgow, UK (Virtual Conference), 2020, 11-15 December
  10. Šušteršič T., Blagojević, A., Simović, S., Velicki, L., Filpović, N., Development of machine learning tool for segmentation and parameter extraction in cardiac left ventricle ultrasound images of patients with cardiomyopathy, 17th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering and 5th Conference on Imaging and Visualization (CMBBE2021), Bonn, Germany, 2021, September 9, pp. 207
  11. Šušteršič, T., Nikolić, M., Tanase, C.E., Ghaemmaghami, A., Vrana N. E., Filipovic, N., Coupled In-Silico and In-Vitro Modelling Of Hepatocyte Cell Aggregation as a Step Towards Improved Biomaterial Risk Assessment, 6th world congress of the Tissue Engineering and Regenerative Medicine International Society (TERMIS 2021), Online, 2021, November 15 – 19, pp. abstract 616, ISBN https://termis.org/WC2021
  12. Benolić, L., Blagojević, A., Šušteršič, T., Car, Z., Filipović, N., Mathematical Modeling of Covid-19 Spread Using Genetic Programming Algorithm, 1st Serbian International Conference on Applied Artificial Intelligence (SICAAI), Kragujevac, Serbia, 2022, 19-20 May
  13. Blagojević, A., Šušteršič, T., Filipović, N., Agent-Based Model and Simulation Of Atherosclerotic Plaque Progression, IX International Conference on Computational Bioengineering (ICCB2022), Lisbon, Portugal, 2022, 11 – 13 April
  14. Blagojević, A., Šušteršič, T., Lorencin, I., Šegota, S.B., Anđelić, N., Milovanović, D., Baskić, D., Car, Z., Filipović, N., Analysis of Covid-19 Disease Using Machine Learning - Personalized Model, 1st Serbian International Conference on Applied Artificial Intelligence (SICAAI), Kragujevac, Serbia, 2022, 19-20 May
  15. Marković, J., Ilić, Đ., Mitrevski, N., Šušteršič, T., Živić, F., Filipović, N., Digital Platform as the Communication Channel for Challenges in Artificial Intelligence, 1st Serbian International Conference on Applied Artificial Intelligence (SICAAI), Kragujevac, Serbia, 2022, 19-20 May
  16. Šušteršič T., Blagojević, A., Milićević, B., Milošević, M., Filpović, N., Coupled Machine Learning and Finite Element Analysis of Heart Left Ventricle in Patients with Cardiomyopathy, 15th World Congress on Computational Mechanics (WCCM-XV), (Virtual conference), Yokohama, Japan, 2022, 31 July – 5 August
  17. Šušteršič, T., Application of Artificial Intelligence Algorithms In Biomedical Image Processing, World Conference on Basic Sciences and Sustainable Development, Belgrade, Serbia, 2022, 20–22 September
  18. Šušteršič, T., Blagojević, A., Filipović, N., Application of Artificial Intelligence in Medicine: From Data to Personalised Models, 1st Serbian International Conference on Applied Artificial Intelligence (SICAAI), Kragujevac, Serbia, 2022, 19-20 May
  19. Šušteršič, T., Blagojević, A., Milićević, B., Milošević, M., Filipović, N., Towards Fully Automated 3D Reconstruction of Heart - Segmentation and Parametric Heart Model of Patients with Cardiomyopathy, IX International Conference on Computational Bioengineering (ICCB2022), Lisbon, Portugal, 2022, 11 – 13 April
  20. Šušteršič, T., Gribova, V., Nikolić, M., Lavale. P., Filipovic, N., Vrana, N.E., Machine learning based prediction of layer-by-layer coating thickness, Joint KMM-VIN / ViCEM / ESB cross-disciplinary workshop on Biomedical and bioinspired materials and structures: a cross-disciplinary approach combining the 9th KMM-VIN Industrial Workshop Biennial ViCEM Meeting Austrian Chapter Meeting of ESB, Vienna, Austria, 2022, 2-23 September
  21. Vulović, A., Šušteršič, T., Filipović, N., Shear Stress Classification for The Finite Element Analysis of Hip Implant Surface Topographies, 1st Serbian International Conference on Applied Artificial Intelligence (SICAAI), Kragujevac, Serbia, 2022, 19-20 May
Списак резултата М52
Рад у часопису националног значаја		Број
1		Укупан
  1. Šušteršič T., Savić S., Šušteršič V., Comparison of the pressure gradients obtained by calculation with the pressure gradients obtained by catheterization in patients with aortic valve stenosis, Journal of Serbian Society for Computational Mechanics, Vol.8, No.1, pp. 36-44, ISSN 1820-6530, Doi 10.5937/jsscm1401036S, 2014
Списак резултата М53
Рад у научном часопису		Број
9		Укупан
  1. Šušteršič T., Vulović A., Filipović N., Peulić A., FPGA Implementation of Face Recognition Algorithm, Pervasive Computing Paradigms for Mental Health. Selected Papers from MindCare 2016, Fabulous 2016, and IIoT 2015, Vol.-, No.-, pp. 93-99, ISSN 1867-8211, Doi https://doi.org/10.1007/978-3-319-74935-8_13, 2018
  2. Vulović A., Šušteršič T., Ranković V., Peulić A., Filipović N., Comparison of Different Neural Network Training Algorithms with Application to Face Recognition Problem, EAI Endorsed Transactions on Industrial Networks and Intelligent Systems, Vol.4, No.12, pp. 1-5, ISSN 2410-0218, Doi 10.4108/eai.10-1-2018.153550, 2018
  3. Filipović N., Šušteršič T., Vulović A., Tsuda A., Big Data and machine learning: new frontier in lung cancer care, Shanghai Chest, Vol.3, No.51, pp. 1-11, ISSN 2521-3768, Doi http://dx.doi.org/10.21037/shc.2019.07.11, 2019
  4. Blagojević, A., Šušteršič, T., Lorencin, I., Šegota, S. B., Milovanović, D., Baskić, D., ... & Filipović, N., Combined machine learning and finite element simulation approach towards personalized model for prognosis of COVID-19 disease development in patients, EAI Endorsed Transactions on Bioengineering and Bioinformatics, Vol.1, No.2, pp. e6, ISSN 1234-5678, Doi http://dx.doi.org/10.4108/eai.12-3-2021.169028, 2021
  5. Šegota, S. B., Lorencin, I., Anđelić, N., Štifanić, D., Musulin, J., Vlahinić, S., Šušteršič, T., Blagojević, A., Car, Z., Automated Pipeline for Continual Data Gathering and Retraining of the Machine Learning-Based COVID-19 Spread Models, EAI Endorsed Transactions on Bioengineering and Bioinformatics, Vol.21, No.3, pp. e2, ISSN 1234-5678, Doi http://dx.doi.org/10.4108/eai.4-5-2021.169582, 2021
  6. Zanin, M., Aitya, N. A., Basilio, J., Baumbach, J., Benis, A., Behera, C. K., ... Sustersic, T.,…& Schmidt, H. H., An early stage researcher's primer on systems medicine terminology, Network and systems medicine, Vol.4, No.1, pp. 2-50, ISSN 2690-5949, Doi https://doi.org/10.1089/nsm.2020.0003, 2021
  7. Dašić, L., Radovanović, N., Šušteršič, T., Blagojević, A., Benolić, L., Filipović, N., Patch-based Convolutional Neural Network for Atherosclerotic Carotid Plaque Semantic Segmentation, IPSI Transactions on Internet Research, Vol.18, No.1, pp. 56-61, ISSN 1820-4503, Doi http://ipsitransactions.org/journals/papers/tir/2022jan/fullPaper.pdf, 2022
  8. Nikolić, J., Atanasijević, A., Živić, A., Šušteršič, T., Ivanović, M., Filipović, N., Development of SGABU Platform for Multiscale Modeling, IPSI Transactions on Internet Research, Vol.18, No.1, pp. 50-55, ISSN 1820-4503, Doi http://ipsitransactions.org/journals/papers/tir/2022jan/fullPaper.pdf, 2022
  9. Radovanović, N., Dašić, L., Blagojević, A., Šušteršič, T., Filipović, N., Carotid Artery Segmentation Using Convolutional Neural Network in Ultrasound Images, IPSI Transactions on Internet Research, Vol.18, No.1, pp. 44-49, ISSN 1820-4503, Doi http://ipsitransactions.org/journals/papers/tir/2022jan/fullPaper.pdf, 2022
Списак резултата М64
Саопштење са скупа националног значаја штампано у изводу 		Број
1		Укупан
  1. Stanojević A., Mitrović R., Jović N., Šušteršič T., Matijević M., LEGO NXT motor u inženjerskom obrazovanju, 59. Konferencija za elektroniku, telekomunikacije, računarstvo, automatiku i nuklearnu tehniku, ETRAN 2015,, Srebrno jezero, Srbija, 2015, 8-11 June, pp. AU1.7.1-6, pp.26, ISBN 978-86-80509-71-6