Scientific publications

  • Scientific papers:
  • Djukic T, Saveljic I, Pelosi G, Parodi O, Filipovic N, A study on the accuracy and efficiency of the improved numerical model for stent implantation using clinical data, Computer Methods and Programs in Biomedicine, https://doi.org/10.1016/j.cmpb.2021.106196
  • Ignjatovic J, Sustersic T, Bodic A, Cvijic S, Djuris J, Rossi A, Dobricic V, Ibric S, Filipovic N, (2021), Comparative Assessment of In Vitro and In Silico Methods for Aerodynamic Characterization of Powders for Inhalation, Pharmaceutics, 13, 1831. doi: 10.3390/pharmaceutics13111831 
  • T. Smole, B. Žunkovič, M. Pičulin, E. Kokalj, M. Robnik-Šikonja, M. Kukar, D.I. Fotiadis, V. C. Pezoulas, N. S. Tachos, F. Barlocco, F. Mazzarotto, D. Popović, L. Maier, L. Velicki, G.A. MacGowan, I. Olivotto, N. Filipović, D. G. Jakovljević, Z. Bosnić. “A machine learning-based risk stratification model for ventricular tachycardia and heart failure in hypertrophic cardiomyopathy”, Computers in Biology and Medicine, 135: 104648, 9 pages, 2021, doi: https://doi.org/10.1016/j.compbiomed.2021.104648. 
  • V. C. Pezoulas, G. I. Grigoriadis, G. Gkois, N. S. Tachos, T. Smole, Z. Bosnić, M. Pičulin, I. Olivotto, F. Barlocco, M. Robnik-Šikonja, D. G. Jakovljevic, A. Goules, A. G. Tzioufas, D. I. Fotiadis. “A computational pipeline for data augmentation towards the improvement of disease classification and risk stratification models: A case study in two clinical domains”, Computers in Biology and Medicine, 134:104520, 2021, doi: https://doi.org/10.1016/j.compbiomed.2021.104520.
  • 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, January 2022, pp. 49-54.
  • J. Nikolić, A. Atanasijević, A. Živić, T. Šušteršič, M. Ivanović, N. Filipović. Development of SGABU Platform for Multiscale Modeling, IPSI Transactions on Internet Research, Vol. 18, No. 1, January 2022, pp. 49-54, Doi: 10.58245/ipsi.tir.22jr.09 
  • I. Saveljic S. Macuzic Saveljic, D. Nikolic, S. Tomasevic, T. Djukic, N. Filipovic. Numerical analysis of the impact of vibration on the lumbar spine of the driver, IPSI Transactions on Internet Research, Vol. 18, No. 1, January 2022, pp. 61-67, Doi: http://dx.doi.org/10.58245/ipsi.tir.22jr.11
  • T. Djukic, M. Topalovic, N. Filipovic, Validation of lattice Boltzmann based software for blood flow simulations in complex patient-specific arteries against traditional CFD methods, Mathematics and Computers in Simulation, vol. 203, pp. 957-976, 2023 Doi: https://doi.org/10.1016/j.matcom.2022.07.027
  • A. Vulović, J. Lamovec, S. Jaćimovski, N. Filipović, Transient numerical simulation of airflow characteristics in the mouth-throat 3D model, Tehnički vjesnik, (2022) Vol. 29, No. 5, pp. 1507-1513, ISSN 1846-6168, doi: https://doi.org/10.17559/TV-20211123102414
  • T. Šušteršič, V. Ranković, V. Milovanović, V. Kovačević, L. Rasulić, N. Filipović, “A Deep Learning Model for Automatic Detection and Classification of Disc Herniation in Magnetic Resonance Images,” in IEEE Journal of Biomedical and Health Informatics, vol. 26, no. 12, pp. 6036-6046, Dec. 2022, doi: 10.1109/JBHI.2022.3209585,https://zenodo.org/records/10727208
  • T. Šušteršič, A. Bodić J. Ignjatović, S. Cvijić, S. Ibrić, N. Filipović. Numerical Modeling of Particle Dynamics Inside a Dry Powder Inhaler. Pharmaceutics. 2022; 14(12):2591. https://doi.org/10.3390/pharmaceutics14122591
  • V. Simic, M. Milosevic, V. Milicevic, N. Filipovic, M. Kojic, A novel Composite Smeared Finite Element for Mechanics (CSFEM) – some applications, Technology and Health Care, 31, pp. 719-733, ISSN: 1878-7401, 2022, Doi: https://zenodo.org/records/10725992
  • A. Milovanovic, I. Saveljic, N. Filipovic. Numerical vs analytical comparison with experimental fractional flow reserve values of right coronary artery stenosis. Technology and health care: official journal of the European Society for Engineering and Medicine, 31(3), pp. 977–990 ISSN: 1878-7401, 2023. doi.org/10.3233/THC-220435,https://zenodo.org/records/10726147
  • C. Hellmich, N. Ukaj, B. Smeets, H. van Oosterwyck, N. Filipović, L. Zelaya-Lainez, J. Kalliauer, S. Scheiner, “Hierarchical biomechanics: Concepts, bone as prominent example, and perspectives beyond”, Applied Mechanics Reviews, 74(3): 030802, 22 pages, 2022, doi: https://doi.org/10.1115/1.4055032.  
  • M. Piculin, T. Smole, B. Zunkovic, E. Kokalj, M. Robnik-Sikonja, M. Kukar, D. I. Fotiadis, V. C. Pezoulas, N. S. Tachos, F. Barlocco, F. Mazzarotto, D. Popović, L. S. Maier, L. Velicki, I. Olivotto, G. A. MacGowan, D. G. Jakovljević, N. Filipovic, Z. Bosnic Z. “Disease progression of hypertrophic cardiomyopathy: modeling using machine learning”, JMIR Medical Informatics, 10(2):e30483, 2022, doi: https://doi.org/10.2196/30483. 
  • R. Radaković, A. Vulović, T. Exarchos, N. Filipović, “Finite element analysis of a knee joint during jump”, Journal of the Serbian Society for Computational Mechanics, 16(2): 87-95, 2022, doi: https://doi.org/10.24874/jsscm.2022.16.02.06. 
  • S. Tomasevic, M. Milosevic, B. Milicevic, V. Simic, M. Prodanovic, S. Mijailovich, N. Filipovic, Computational Modeling on Drugs Effects for Left Ventricle in Cardiomyopathy Disease, Pharmaceutics, 15(3), 793, DOI: https://doi.org/10.3390/pharmaceutics15030793, ISSN: 1999-4923, 2023
  • B. Arsic, I. Saveljic, F.S. Henry, N. Filipovic, A. Tsuda. Application of Machine Learning for Segmentation of the Pulmonary Acinus Imaged by Synchrotron X-Ray Tomography. Journal of Aerosol Medicine and Pulmonary Drug Delivery.Feb 2023.27-33. Doi: http://doi.org/10.1089/jamp.2022.0051   
  • M. Živanović, M. Gazdić Janković, A. Ramović Hamzagić, K. Virijević, N. Milivojević, K. Pecić, D. Šeklić, M. Jovanović, N. Kastratović, A. Mirić, et al. Combined Biological and Numerical Modeling Approach for Better Understanding of the Cancer Viability and Apoptosis. Pharmaceutics. 2023; 15(6):1628. Doi: https://doi.org/10.3390/pharmaceutics15061628 
  • N. Djordjevic, S. Matic, D. Milovanovic, Z. Mijailovic, P. Djurdjevic, P. Sazdanovic, S. Stefanovic, D. Todorovic, S. Popovic, K. Vitosevic, V. Vukicevic, M. Vukic, N. Vukovic, N. Milivojevic, M. Zivanovic, V. Jakovljevic, N. Filipovic, D. Baskic. It’s all about IFN-λ4: Protective role of IFNL4 polymorphism against COVID-19-related pneumonia in females. J Med Vir, 2023, 95(10), DOI: https://doi.org/10.1002/jmv.29152
  • S. Matic, D. Milovanovic, Z. Mijailovic, P. Djurdjevic, P. Sazdanovic, S. Stefanovic, D. Todorovic, S. Popovic, K. Vitosevic, V. Vukicevic, M. Vukic, N. Vukovic, N. Milivojevic, M. Zivanovic, V. Jakovljevic, N. Filipovic, D. Baskic, N. Djordjevic. IFNL3/4 polymorphisms as a two-edged sword: An association with COVID-19 outcome. J Med Vir, 2023, 95(2): e28506, DOI: https://doi.org/10.1002/jmv.28506
  • A. Vulović, F.G. Warchomicka, F. Pixner, N. Filipović. Analysis of modified surface topographies of titanium-based hip implants using finite element method, Technology and Health Care, (2023), Pre-press, ISSN 0928-7329, Doi: doi.org/10.3233/THC-230692, https://zenodo.org/records/10726149
  • R. Radakovic, L. Dasic, M. Dopsaj, N. Filipovic, Multiple regression analysis for competitive performance assessment of professional soccer players, Technology and Health Care, vol. Pre-press, no. Pre-press, pp. 1-12, 2023, Doi: 10.3233/THC-230275, https://zenodo.org/records/10726541
  • E.H. Avdović, Ž. Milanović, D. Simijonović M., Antonijević, M. Milutinović, D. Nikodijević, N. Filipović, Z. Marković, R. Vojinović. An Effective, Green Synthesis Procedure for Obtaining Coumarin–Hydroxybenzohydrazide Derivatives and Assessment of Their Antioxidant Activity and Redox Status. Antioxidants. 2023; 12(12):2070. https://doi.org/10.3390/antiox12122070
  • N. Milivojević, M.R. Carvalho, D. Caballero, S. Radisavljević, M. Radoićić, M. Živanović, C.S. Kundu, R.L. Reis, N. Filipović, J.M. Oliveira. Evaluation of novel dendrimer-gold complex nanoparticles for theranostic application in oncology. Nanomedicine (London, England), 2024, 10.2217/nnm-2023-0355. Advance online publication. https://doi.org/10.2217/nnm-2023-0355 
  • T. Geroski, O. Gkaintes, A. Vulović, N. Ukaj, J. Barrasa-Fano, F. Perez-Boerema, B. Milićević, A. Atanasijević, J. Zivković, A. Zivić, M. Roumpi, T. Exarchos, C. Hellmich, S. Scheiner, H. van Oosterwyck, D. Jakovljević, M. Ivanović, N. Filipović. “SGABU computational platform for multiscale modeling: bridging the gap between education and research”, Computer Methods and Programs in Biomedicine, 243: 107935, 2024, doi: https://doi.org/10.1016/j.cmpb.2023.107935.
  • T. Geroski, D. G. Jakovljevic, N. Filipovic. “Big data in multiscale modelling: from medical image processing to personalized models”, Journal of Big Data, 10, 72, 2023, doi: https://doi.org/10.1186/s40537-023-00763-y. 
  • J. Jeremic, N. Govoruskina, J. Bradic, I. Milosavljevic, I. Srejovic, V. Zivkovic, N. Jeremic, T. Nikolic Turnic, I. Tanaskovic, S. Bolevich, V. Jakovljevic, S. Bolevich, M. N. Zivanovic, N. Okwose, D. Seklic, N. Milivojevic, J. Grujic, L. Velicki, G. MacGowan, D. G. Jakovljevic, N. Filipovic. “Sacubitril/valsartan reverses cardiac structure and function in experimental model of hypertension-induced hypertrophic cardiomyopathy”, Molecular and Cellular Biochemistry, 478: 2645-2656, 2023, doi: https://doi.org/10.1007/s11010-023-04690-7. 
  • B. Milicevic, M. Milosevic, V. Simic , A. Preveden, L. Velicki, Dj. Jakovljevic, Z. Bosnic, M. Piculin, B. Zunkovic, M. Kojic, N. Filipovic. “Machine learning and physical based modeling for cardiac hypertrophy”, Heliyon, 9(6), e16724, 2023, doi: https://doi.org/10.1016/j.heliyon.2023.e16724
  • M. Stanojević Pirković, O. Pavić, F. Filipović, I. Saveljić, T. Geroski, T. Exarchos, N. Filipović. “Fractional flow reserve-based patient risk classification”, Diagnostics, 13(21):3349, 2023, doi: https://doi.org/10.3390/diagnostics13213349, 
  • L. Dašić, J. Barrasa-Fano, O. Pavić, T. Geroski, A. Shapeti, H. Van Oosterwyck, V. Ranković, N. Filipović. “Semantic Image Segmentation of Cell Volumes Using 3D U-net Convolutional Neural Network”, 2023, Under review.
  • O. Pavić, J. Barrasa-Fano, L. Dašić, T. Geroski, A. Shapeti, H. Van Oosterwyck, V. Ranković, N. Filipović. “Unsupervised Deep Learning Method for Cell Segmentation of Confocal Microscopy Images”, 2023, Under review.
 
  • Conference participations
  • Vulovic A, Filipovic N, Numerical analysis of hip implant surfaces, 11th International Conference on Information Society and Technology (ICIST 2021), 7-10 March, 2021, Kopaonik, Serbia
  • Sustersic T, Blagojevic A, Simovic S, Velicki L, Filipovic N, Automatic Detection of Cardiomyopathy in Cardiac Left Ventricle Ultrasound Images, 11th International Conference on Information Society and Technology (ICIST 2021), 7-10 March, 2021, Kopaonik, Serbia
  • Saveljic I, Macuzic Saveljic S, Filipovic N, Numerical analysis of vibration effects on the lumbar spine, 20th International Symposium INFOTEH-JAHORINA, 17-19 March, 2021, East Sarajevo, Bosnia and Herzegovina (presented online), DOI: 10.1109/INFOTEH51037.2021.9400660
  • Virijevic K, Grujic J, Kokanovic M, Nikolic D, Zivanovic M, Filipovic N, Electrospinning and electrospun nanofibrous materials – promising scaffolds in tissue engineering, 4th International Conference on Medical and Biological Engineering (CMBEBIH 2021), 21-24 April, 2021, Mostar, Bosnia and Herzegovina (presented online), Published in: Badnjevic A., Gurbeta Pokvić L. (eds) CMBEBIH 2021. CMBEBIH 2021. IFMBE Proceedings, vol 84. Springer, Cham. ISBN: 978-3-030- 73909-6, doi: https://doi.org/10.1007/978-3-030-73909-6_8
  • Milivojevic N, Nikolic D, Seklic D, Jovanovic Z, Zivanovic M, Filipovic N, Development of Microfluidic Lab-on-Chip System for Cultivation of Cells and Tissues, 4th International Conference on Medical and Biological Engineering (CMBEBIH 2021), 21-24 April, 2021, Mostar, Bosnia and Herzegovina (presented online), Published in: Badnjevic A., Gurbeta Pokvić L. (eds) CMBEBIH 2021.CMBEBIH 2021. IFMBE Proceedings, vol 84. Springer, Cham. ISBN: 978-3-030-73909-6, doi: https://doi.org/10.1007/978-3-030-73909-6_81
  • Djukic T, Filipovic N, Lattice Boltzmann simulation of fluid flow between two rotating cylinders and application in biomedicine, 4th International Conference on Medical and Biological Engineering (CMBEBIH 2021), 21-24 April, 2021, Mostar, Bosnia and Herzegovina (presented online), Published in: Badnjevic A., Gurbeta Pokvić L. (eds) CMBEBIH 2021. CMBEBIH 2021. IFMBE Proceedings, vol 84. Springer, Cham. ISBN: 978-3-030-73909-6 , doi: https://doi.org/10.1007/978-3-030-73909-6_88
  • Saveljic I, Macuzic Saveljic S, Filipovic N, Influence of random vibration on semicircular canals during exposure to whole body vibrations, 4th International Conference on Medical and Biological Engineering (CMBEBIH 2021), 21-24 April, 2021, Mostar, Bosnia and Herzegovina (presented online), Published in: Badnjevic A., Gurbeta Pokvić L. (eds) CMBEBIH 2021. CMBEBIH 2021. IFMBE Proceedings, vol 84. Springer, Cham. ISBN 978-3-030-73909-6, doi: https://doi.org/10.1007/978-3-030-73909-6_89
  • Vulovic A, Filipovic N, Finite Element Analysis of Modified Hip Implant Surfaces, 4th International Conference on Medical and Biological Engineering (CMBEBIH 2021), 21-24 April, 2021, Mostar, Bosnia and Herzegovina (presented online), Published in: Badnjevic A., Gurbeta Pokvić L. (eds) CMBEBIH 2021. CMBEBIH 2021. IFMBE Proceedings, vol 84. Springer, Cham. doi: https://doi.org/10.1007/978-3-030-73909-6_68
  • Djorovic S, Velicki L, Filipovic N, Finite Element Analysis of Patient-Specific Ascending Aortic Aneurysm, 4th International Conference on Medical and Biological Engineering (CMBEBIH 2021), 21-24 April, 2021, pp. 630-637, Mostar, Bosnia and Herzegovina (presented online), Published in: Badnjevic A., Gurbeta Pokvić L. (eds) CMBEBIH 2021. CMBEBIH 2021. IFMBE Proceedings, vol 84. Springer, Cham. ISBN 978-3-030-73909-6, DOI: https://doi.org/10.1007/978-3-030-73909-6_73
  • Saveljic I, Macuzic Saveljic S, Nikolic D, Djukic T, Djorovic S, Lukic J, Filipovic N, Numerical modeling the motion of otoconia particles in the semicircular canal under whole body vibration, 8th International Congress of Serbian Society of Mechanics, 28-30 June, 2021, Kragujevac, Serbia, ICSSM 2021 Proceedings, ISBN 978-86-909973-8-1, pp. 128-136. https://doi.org/10.5281/zenodo.6323580
  • Milivojevic N, Zivanovic M, Nikolic D, Jovanovic Z, Seklic D, Nikolic M, Filipovic N, Microfluidic Lab-on-Chip System Development for Cell Culture Cultivation, 8th International Congress of Serbian Society of Mechanics, 28-30 June, 2021, Kragujevac, Serbia, ICSSM 2021 Proceedings, ISBN 978-86-909973-8-1, pp. 390-399.  https://doi.org/10.5281/zenodo.6323630
  • Djukic T, Filipovic N, Simulating fluid flow within coronary arteries using parallelized sparse lattice bolztmann method, 8th International Congress of Serbian Society of Mechanics, 28-30 June, 2021, Kragujevac, Serbia, ICSSM 2021 Proceedings, ISBN 978-86-909973-8-1, pp. 95-102. https://doi.org/10.5281/zenodo.6323621
  • Vulovic A, Filipovic N, Calculation of femoral cortical bone elasticity modulus from computed tomography scans, 8th International Congress of Serbian Society of Mechanics, 28-30 June, 2021, Kragujevac, Serbia, ICSSM 2021 Proceedings, ISBN 978-86-909973-8-1, pp. 486-487.  https://doi.org/10.5281/zenodo.6323636
  • Sustersic T, Blagojevic A, Simovic S, Velicki L, Filipovic 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 Bioomechanics and Biomedical Engineering and 5 th Conference on Imaging and Visualization, 7-9 September, 2021, Bonn, Germany (presented online)
  • Filipovic N, Helmich C, Isakovic J, Brain-Heart Electromechanical Modeling, 21st IEEE International Conference on BioInformatics and BioEngineering (BIBE 2021), 25-27 October, 2021, Kragujevac, Serbia, Published in: 2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE), doi: 10.1109/BIBE52308.2021.9635450
  • Tomasevic S, Saveljic I, Velicki L, Filipovic N, Computational Finite Element Analysis of Aortic Root with Bicuspid Valve, 21st IEEE International Conference on BioInformatics and BioEngineering (BIBE 2021), 25-27 October, 2021, Kragujevac, Serbia, Published in: 2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE), doi: 10.1109/BIBE52308.2021.9635269
  • Saveljic I, Djukic T, Nikolic D, Djorovic S, Filipovic N, Numerical simulation of fractional flow reserve in atherosclerotic coronary arteries, 21st IEEE International Conference on BioInformatics and BioEngineering (BIBE 2021), 25-27 October, 2021, Kragujevac, Serbia, Published in: 2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE), doi:10.1109/BIBE52308.2021.9635457
  • Sustersic T, Rankovic V, Kovacevic V, Milovanovic V, Rasulic L, Filipovic N, Machine Learning-based Image Processing in Support of Discus Hernia Diagnosis, 21st IEEE International Conference on BioInformatics and BioEngineering (BIBE 2021), 25-27 October, 2021, Kragujevac, Serbia, Published in: 2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE), doi: 10.1109/BIBE52308.2021.9635305
  • Nikolic D, Sekulic D, Milasinovic D, Paunovic D, Sekulic I, Saveljic I, Filipovic N, Hemodynamics of Femoro-Popliteal “Bi-Pass” Surgery using FEA Methods, 21st IEEE International Conference on BioInformatics and BioEngineering (BIBE 2021), 25-27 October, 2021, Kragujevac, Serbia, Published in: 2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE), doi: 10.1109/BIBE52308.2021.9635376
  • Neghină M, Emanuil Petruse R, Cukovic S, Schiau C, Filipovic N, Automatic Curvature Analysis for Finely Interpolated Spinal Curves, 21st IEEE International Conference on BioInformatics and BioEngineering (BIBE 2021), 25-27 October, 2021, Kragujevac, Serbia, Published in: 2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE), doi: 10.1109/BIBE52308.2021.9635424
  • Vulovic A, Filardo G, Filipovic N, Comparison of mechanical response of knee joint with healthy and damaged femoral cartilage, 21st IEEE International Conference on BioInformatics and BioEngineering (BIBE 2021), 25-27 October, 2021, Kragujevac, Serbia, Published in: 2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE), doi: 10.1109/BIBE52308.2021.9635319
  • Djukic T, Saveljic I, Filipovic N, Additional of remeshing technique to the stent implantation software and its effect on the simulation outcome, 1st International Conference on Chemo and Bioinformatics, 26-27 October, 2021, Kragujevac, Serbia, Published in: ICCBIKG 2021 Book of proceedings, doi: 10.46793/ICCBI21
  • Filipovic N, Risk stratification of patients with carotid artery disease using machine learning and finite element simulation, The European Symposium on Vascular Biomaterials (ESVB2021), 4-6 November, 2021, Strasbourg, France (presented online)
  • Sustersic T, Rankovic V, Milovanović V, Kovačević V, Rasulić L,  Filipovic N, Detecting Disc Herniation in Segmented Lumbar Spine Magnetic Resonance Images using Distinct Features, 12th International Conference on Information Society and Technology (ICIST 2022), 13-16 March, 2022, Kopaonik, Serbia
  • Vulović A, Boffa A, Filardo G, Filipović N, Effect of body mass index on the mechanical response of knee joint with damaged femoral cartilage, 12th International Conference on Information Society and Technology (ICIST 2022), 13-16 March, 2022, Kopaonik, Serbia
  • Blagojević A, Šušteršič T, Filipović N, Simulation of Atherosclerotic Plaque Development using Agent-based Modelling, 12th International Conference on Information Society and Technology (ICIST 2022), 13-16 March, 2022, Kopaonik, Serbia
  • Tomasevic S, Saveljic I, Velicki L, Filipovic N, 3D patient-specific computational simulation of aortic root based on finite element method, 12th International Conference on Information Society and Technology (ICIST 2022), 13-16 March, 2022, Kopaonik, Serbia
  • Vulović, A. Boffa, G. Filardo, N. Filipović. Effect of body mass index on the mechanical response of knee joint with damaged femoral cartilage. In: Zdravković, M., Trajanović, M., Konjović, Z. (Eds.) ICIST 2022 Proceedings, (2022) pp.45-48, ISBN 978-86-85525-24-7, https://www.eventiotic.com/eventiotic/library/paper/682
  • Sustersic, V. Rankovic, V. Milovanović, V. Kovačević, L. Rasulić, N. Filipovic. Detecting Disc Herniation in Segmented Lumbar Spine Magnetic Resonance Images using Distinct Features, 12th International Conference on Information Society and Technology (ICIST 2022), 13-16 March, 2022, Kopaonik, Serbia. In: Zdravković, M., Trajanović, M., Konjović, Z. (Eds.) ICIST 2022 Proceedings, pp.11-15, 2022,https://www.eventiotic.com/eventiotic/library/paper/674
  • Tomasevic, I. Saveljic, L. Velicki N. Filipovic. 3D patient-specific computational simulation of aortic root based on finite element method, 12th International Conference on Information Society and Technology (ICIST 2022), 13-16 March, 2022, Kopaonik, Serbia, https://zenodo.org/records/10728475
  • Vulović, T. Šušteršič, N. Filipović. Shear stress classification for the finite element analysis of hip implant surface topographies, 1st Serbian International Conference on Applied Artificial Intelligence (SICAAI) Kragujevac, Serbia, May 19-20, 2022, pp. 88. https://doi.org/10.5281/zenodo.10725972
  • Mirić, J. Pavić, L. Benolić, D. Nikolić, N. Milivojević, M. Živanović; I. Tanasković, N. Filipović. Controlled drug release from a 3d printed tablet. 2022, 1st Serbian International Conference on Applied Artificial Intelligence (SICAAI) https://scholar.google.com/scholar?as_q=&as_epq=CONTROLLED%20DRUG%20RELEASE%20FROM%20A%203D%20PRINTED%20TABLET&as_occt=any
  • Tomašević, M. Robnik-Šikonja, N. Filipović. Combined Finite Element Method and Machine Learning Toward Analysis of Myocardial Ischemia, First Serbian International Conference on Applied Artificial Intelligence (SICAAI), Kragujevac, Serbia, 19-20 May 2022, 10.5281/zenodo.10724930
  • Šušteršič, V. Ranković, V. Kovačević, N. Filipović. 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), Ioannina, Greece, 27-30 September 2022, Doi: https://zenodo.org/records/10726998
  • Šušteršič, V. Gribova, M. Nikolić, P. Lavale. N. Filipovic, N.E. Vrana. 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, 22-23 September, 2022, Doi: https://zenodo.org/records/10727252
  • Šušteršič, A. Blagojević, N. Filipović. Application of Artificial Intelligence in Medicine: From Data to Personalised Models, 1st Serbian International Conference on Applied Artificial Intelligence (SICAAI), Kragujevac, Serbia, 19-20 May 2022, Doi: https://zenodo.org/records/10728187
  • Saveljic, S. Macuzic Saveljic, N. Filipovic, Numerical analysis of Covid-19 virus transmission in a vehicle, 1stInternational Conference on advances in science and technology, COAST 2022, May 26-29, 2022, Herceg Novi, Montenegro, pp. 32-37, ISBN 978-9940-611-04-0, https://confcoast.com/img-publications/49/Zbornik%20radova_merged%20(1).pdf
  • Vulović, F. Warchomicka, F. Pixner, N. Filipović. Finite Element Analysis of Titanium-based Hip Implant Modified Surfaces. 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. Doi: https://doi.org/10.5281/zenodo.10726091
  • Filipovic, M. Milosevic, B. Milicevic, M. Kojic. Integrated simulation of data and physical driven modeling for heart wall thickening, 13th HSTAM 2022 International Congress on Mechanics, 24-27 August, Patras, Greece, pp. 538, ISBN/ 978-960-530-181-1, https://hstam2022.eap.gr/book-of-proceedings/
  • A. Vulović, T. Šušteršič, N. Filipović, Feature selection for the shear stress classification of hip implant surface topographies, 2nd Serbian International Conference on Applied Artificial Intelligence (SICAAI) Kragujevac, Serbia, May 19-20, 2023, pp. 85, https://zenodo.org/records/10726191
  • A. Vulović, L. Pircher, L. Zelaya-Lainez, S. Scheiner, C. Hellmich, N. Filipović. Vibrational analysis of porcine temporal bone, 5th SEECCM2023 ECCOMAS Conference July 5-7, 2023, Vrnjačka Banja, Serbia, pp. 24, ISBN-978-86-921243-1-0 https://docs.google.com/viewerng/viewer?url=http://www.seeccm2023.kg.ac.rs/wp-content/uploads/2023/07/SEECCM2023_Book_of_Abstracts.pdf
  • K. Virijević, M. Živanović, M. Janković Gazdić; A. Hamzagić Ramović, N. Milivojević, K. Pecić, D. Šeklić, M. Jovanović, N. Kastratović, A. Mirić, T. Đukić, I. Petrović, V. Jurišić, B. Ljujić, N. Filipović. Numerical and Biological Modeling Approach in the Analysis of the Cancer Viability and Apoptosis, BelBi2023 conference, June 19-23, 2023, Belgrade, Serbia pp. 70, ISBN 978-86-82679-14-1, https://archive.belbi.bg.ac.rs/2023/book-of-abstracts/
  • D. Nikolić, N. Milivojević, A. Mirić, M. Živanović, N. Filipović. Designing, Optimising and Fabricating of Microfluidic Devices, Based on Topology Optimisation and 3D Printing. 2023, 9th International Congress of Serbian Society of Mechanics (SSM), Vrnjačka Banja, Serbia, 5-7 July 2023, pp. 337-344, ISBN-978-86-909973-9-8 http://www.ssm.kg.ac.rs/congress_2023/proceedings/
  • N. Milivojević, U. Prosenc Zmrzljak, B. Ljujić, V. Đorđević, M. Gazdić Janković, M. Živanović, F. Puač, M. Ivanović, N. Filipović. Single cell 3` transcriptome profiling, BelBi2023 conference, June 19-23, 2023, Belgrade, Serbia pp. 45, ISBN 978-86-82679-14-1,  https://archive.belbi.bg.ac.rs/2023/book-of-abstracts/
  • T. Geroski, N. Filipovic. Application of Machine Learning Algorithms in Medical Data Processing, 2nd International Conference on Chemo and Bioinformatics (ICCBIKG 2023), Kragujevac, Serbia, 28-29th September, pp. 379-381, ISBN:978-86-82172-02-4, 2023.  https://www.iccbikg2023.com/_files/ugd/1f3f15_93997e654f464bdf98cc9f70fb57a983.pdf
  • B. Milicevic, M. Milosevic, M. Vaskovic Jovanovic, V. Milovanovic, N. Filipovic, M. Kojic. Overview of Left Ventricular Segmentation in Ultrasound Images, 2nd International Conference on Chemo and Bioinformatics (ICCBIKG 2023), Kragujevac, Serbia, 28-29th September, pp. 359-362, DOI: https://doi.org/10-46793-iccbi23-359m, ISBN:978-86-82172-02-4, 2023. https://www.iccbikg2023.com/_files/ugd/1f3f15_93997e654f464bdf98cc9f70fb57a983.pdf
  • B. Milicevic, M. Ivanovic, B. Stojanovic, M. Milosevic, V. Simic, M. Kojic, N. Filipovic, 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, 19-20th May, 2023. https://zenodo.org/records/10304023  
  • B. Milicevic, M. Ivanovic, B. Stojanovic, M. Milosevic, V. Simic, M. Kojic, N. Filipovic, Data-driven and Physics-informed Muscle Model Surrogates for Cardiac Cycle Simulations, 10th International Conference on Electrical, Electronics and Computer Engineering (IcETRAN), 5-8th June, 2023, East Sarajevo, Bosnia and Herzegovina, https://zenodo.org/records/10304114  
  • M. Nikolic, R. Vulovic, T. Geroski, L. Rasulic, N. Filipovic, Nerve regeneration from an in silico perspective – current and future approaches, 9th SNSS Annual Meeting and 10th SNSS Congress with international participation, 30th October – 3rd November 2023, Belgrade, Serbia, ISBN 978-86-80922-08-9, pp. 490, https://zenodo.org/records/10729410
  • T. Geroski, V. Kovačević, L. Rasulić, V. Ranković, N. Filipović, Implementation of artificial intelligence algorithms in biomedical signals processing as support for decision-making in spinal diseases diagnosis, 9th SNSS Annual Meeting and 10th SNSS Congress with international participation, 30th October – 3rd November 2023, Belgrade, Serbia, ISBN 978-86-80922-08-9 https://zenodo.org/records/10727408
  • S. Tomasevic, M. Milosevic, B. Milicevic, V. Simic, M. Prodanovic, S.M. Mijailovich, N. Filipovic. Finite Element Analysis of Myocardial Work in Cardiomyopathy. In: Trajanovic, M., Filipovic, N., Zdravkovic, M. (eds) Disruptive Information Technologies for a Smart Society. ICIST 2023. Lecture Notes in Networks and Systems, vol 872. pp 23–29, Springer, Cham. ISBN 978-3-031-50755-7, https://zenodo.org/records/10724944
  • S. Tomasevic, M. Milosevic, B. Milicevic, V. Simic, M. Prodanovic, S.M. Mijailovich, N. Filipovic. Computational modelling of drug effects on cardiomyopathy and analysis of myocardial work, 4th Belgrade Bioinformatics Conference (BelBi2023), Belgrade, Serbia, 19-23 June 2023, Vol 4, pp. 42, ISBN 978-86-82679-14-1, https://archive.belbi.bg.ac.rs/2023/book-of-abstracts/
  • A. Vulovic, T. Geroski, N. Filipovic, Application of classification algorithms for hip implant surface topographies, 4thBelgrade Bioinformatics Conference (BelBi2023), Belgrade, Serbia, 19-23 June 2023, Vol 4, pp. 41, ISBN 978-86-82679-14-1, https://archive.belbi.bg.ac.rs/2023/book-of-abstracts/
  • N. Filipovic, T. Exarchos, D. Jakovljevic, Computational bioengineering for heart disease, Invited Lecture, 4th Belgrade Bioinformatics Conference (BelBi2023), Belgrade, Serbia, 19-23 June 2023, Vol 4, pp. 17, ISBN 978-86-82679-14-1, https://archive.belbi.bg.ac.rs/2023/book-of-abstracts/
  • S. Tomasevic, M. Milosevic, B. Milicevic, V. Simic, M. Prodanovic, S.M. Mijailovich, N. Filipovic. Computational analysis of drug effects on hypertrophic cardiomyopathy, 9th International Congress of Serbian Society of Mechanics (SSM), Vrnjačka Banja, Serbia, 5-7 July 2023, pp. 474-475, ISBN-978-86-909973-9-8, http://www.ssm.kg.ac.rs/congress_2023/proceedings/
  • S. Tomasevic, I. Saveljic, L. Velicki, T. Exarchos, N. Filipovic, Finite Element Analysis of Patient-Specific Heart Model with Simulated Aortic Stenosis, IEEE 23rd International Conference on BioInformatics and BioEngineering (BIBE 2023), Virtual Conference, 4-6 December 2023, pp. 315-319, ISBN 979-8-3503-9311-8, Doi: https://zenodo.org/records/10724961
  • T. Djukic, I. Saveljic, N. Filipovic, Parallelized software for fast virtual stenting simulation of patient-specific coronary artery, 9th International Congress of the Serbian Society of Mechanics, July 5-7, 2023, Vrnjačka Banja, Serbia, pp. 25-34, ISBN-978-86-909973-9-8, http://www.ssm.kg.ac.rs/congress_2023/proceedings/
  • O. Pavić, L. Dašić, T. Geroski, A. Blagojević, N. Filipović, The Importance of Genetic and Clinical Data features in Risk Stratification of Patients with Hypertrophic Cardiomyopathy, 13th International Conference on Information Society and Technology (ICIST), March 12-15, 2023., Kopaonik, Serbia, In: Lecture Notes in Networks and Systems, vol 872. Springer, Cham. https://doi.org/10.1007/978-3-031-50755-7_7, Zenodo: https://zenodo.org/records/10726840
  • O. Pavić, L. Dasic, T. Geroski, N. Filipovic, A Fully Automated Approach to Preprocessing and Segmentation of Coronary Arteries in X-ray Angiography Images, 10th International Conference on Electrical, Electronic and Computing Engineering (IcETRAN), 5-8 June, 2023, East Sarajevo, Bosnia and Herzegovina, 10.1109/IcETRAN59631.2023.10192242, https://zenodo.org/records/10726898
  • O. Pavić, L. Dašić, T. Geroski, M. Stanojević Pirković, N. Filipović, Application of Ensemble Machine Learning for Classification Problems on Very Small Datasets, 2nd Serbian International Conference on Applied Artificial Intelligence (SICAAI), 19-20 May 2023, Kragujevac, Serbia, Doi: https://zenodo.org/records/10727088
  • O. Pavić, L. Dašić, T. Geroski, M. Stanojević Pirković, N. Filipović, Ensemble machine learning as AN approach for improvement of classification on very small datasets, 5th South-East European Conference on Computational Mechanics (SEECCM2023), July 5-7, Vrnjačka Banja, Serbia, 2023, pp. 17, ISBN-978-86-921243-1-0, https://docs.google.com/viewerng/viewer?url=http://www.seeccm2023.kg.ac.rs/wp-content/uploads/2023/07/SEECCM2023_Book_of_Abstracts.pdf
  • A. Vulovic, T. Geroski, N. Filipovic, Integrating machine learning and multiscale modeling – advances, challenges and future possibilities, X International Conference on Computational Bioengineering (ICCB 2023), September 20-23, Vienna, Austria, 2023. Proceedings available at https://iccb2023.conf.tuwien.ac.at/, pp. 54-55
  • B. Milićević, M. Milošević, M. Ivanovic, B. Stojanovic, M. Kojic, N. Filipović Integration of Huxley muscle surrogate model based on physics-informed neural network into finite element solver, X International Conference on Computational Bioengineering (ICCB 2023), September 20-23, Vienna, Austria, 2023. Proceedings available at https://iccb2023.conf.tuwien.ac.at/, pp. 56-57
  • L. Dašić, O. Pavić, T. Geroski, N. Filipović, An Unsupervised Image Segmentation Workflow for Extraction of Left Coronary Artery from X-ray Coronary Angiography, 2nd Serbian International Conference on Applied Artificial Intelligence (SICAAI), 19-20 May 2023, Kragujevac, Serbia, Doi: https://zenodo.org/records/10726627
  • L. Dašić, O. Pavić, T. Geroski, N. Filipović, Filter-based Image Processing of Coronary Angiography Imaging Data of the Left Coronary Artery, 5th South-East European Conference on Computational Mechanics (SEECCM2023), July 5-7, Vrnjačka Banja, Serbia, 2023, ISBN-978-86-921243-1-0, pp. 18, https://docs.google.com/viewerng/viewer?url=http://www.seeccm2023.kg.ac.rs/wp-content/uploads/2023/07/SEECCM2023_Book_of_Abstracts.pdf
  • B. Milicevic, M. Ivanovic, B. Stojanovic, N. Filipovic, Overview of Physics-Informed Neural Networks Applications, The 16th International Scientific Conference Contemporary Materials, Banja Luka, Republic of Srpska, 8th   September, pp. 122-125, Vol. 14 No. 2, In: Contemporary Materials XIV‒2, Doi: https://doi.org/10.7251/COMEN2302122M, 2023.
  • B. Milicevic, M. Ivanovic, B. Stojanovic, M. Milosevic, V. Simic, M. Kojic, N. Filipovic, Combining recurrent and convolutional neural networks for muscle surrogate modeling, BHI 2023, 15-18 October, Pittsburgh, USA, https://zenodo.org/records/10726558
  • S. Scheiner, C. Hellmich, N. Filipović, “Mechanobiology of bone studied by means of multiscale modeling”, 2023 Society of Engineering Science (SES) Annual Technical Meeting, Minneapolis, USA, October 8-11, 2023.
  • O. Pavić, L. Dašić, J. Barrasa-Fano, H. Van Oosterwyck, N. Filipović , “Automatic segmentation of 3D cell volumes based on 2D U-Net convolutional neural network”, X International Conference on Computational Bioengineering (ICCB 2023), Vienna, Austria, September 20-23, 2023. Proceedings available at https://iccb2023.conf.tuwien.ac.at/, pp. 55
  • S. Scheiner, C. Hellmich, N. Filipović, “Assessing the mechanical stimuli of bone remodeling through multiscale, micromechanics-inspired modeling”, Engineering Mechanics Institute (EMI) 2023 International Conference, Palermo, Italy, August 27-30, 2023. https://www.emi2023ic.com/
  • J. Barrasa Fano, A. Shapeti, A. Zivic, T. Geroski, N. Filipovic, J. A. Sanz-Herrera, H. Van Oosterwyck, “Bridging the Gap Between Computational and Experimental 3D Cell Force Calculation”, 5th SEECCM2023 ECCOMAS Conference, Vrnjačka Banja, Serbia, July 5-7, 2023. 
  • B. Milicevic, M. Ivanovic, B. Stojanovic, M. Milosevic, V. Simic, M. Kojic, D. Jakovljevic, N. Filipovic, “Integration of physics-informed muscle surrogate model into Finite Element solver”, ECCOMAS MSF 2023 Thematic Conference, Sarajevo, Bosnia and Herzegovina, June 25-27, 2023, https://zenodo.org/records/10304179   
  • S. Scheiner, C. Hellmich, T. Geroski, N. Filipović, “Multiscale, micromechanics-inspired modeling employed for quantifying the mechano-biology of bone”, X International Conference of Computational Methods for Coupled Problems in Science and Engineering (COUPLED 2023), Chania, Crete, Greece, June 5-7, 2023. 
  • T. Geroski, J. Zivkovic, C. Hellmich, T. Exarchos, H. Van Oosterwyck, D. Jakovljevic, N. Filipovic, “SGABU Computational Platform as a Tool for Improved Education and Research in Multiscale Modelling”, 12th International Conference on Information Society and Technology, Kopaonik, Serbia, March 13-16, 2023. In: Trajanovic, M., Filipovic, N., Zdravkovic, M. (eds) Disruptive Information Technologies for a Smart Society. ICIST 2023. Lecture Notes in Networks and Systems, vol 872. Springer, Cham. https://doi.org/10.1007/978-3-031-50755-7_6, https://zenodo.org/records/10727325

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