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article
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1. Sustersic Tijana, Savić Slobodan, Sustersic Vanja, Comparison of the pressure gradients obtained by calculation with the pressure gradients obtained by catheterization in patients with aortic valve stenosis, null, 10.5937/jsscm1401036S (ISSN 1820-6530) 1820-65301401036S.pdf
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2. Sustersic Tijana, Liverani Liliana, Boccaccini A., Savic Slobodan, Janicijevic A., Filipovic Nenad, Numerical simulation of electrospinning process in commercial and in-house software PAK, null, 10.1088/2053-1591/aaeb08
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3. Vulović Aleksandra, Sustersic Tijana, Peulic Aleksandar, Filipovic Nenad, Rankovic Vesna, Comparison of Different Neural Network Training Algorithms with Application to Face Recognition Problem, null, http://dx.doi.org/10.4108/eai.10-1-2018.153550 eai.10-1-2018.153550.pdf
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4. Ferouka I., Sustersic Tijana, Živanovic M., Filipovic Nenad, Mathematical modelling of polymer trajectory during electrospinning, null, 10.24874/jsscm.2018.12.02.02 (ISSN 1820-6530) 10.24874-jsscm.2018.12.02.02.pdf
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5. Vulović Aleksandra, Sustersic Tijana, Cvijic Sandra, Ibric Svetlana, Filipovic Nenad, Coupled in silico platform: Computational fluid dynamics (CFD) and physiologically-based pharmacokinetic (PBPK) modelling, null, 10.1016/j.ejps.2017.10.022 (ISSN 0928-0987) 1-s2.0-S0928098717305778-main.pdf
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6. Sustersic Tijana, Peulic Aleksandar, Implementation of face recognition algorithm on field programmable gate array (FPGA), null, 10.1142/S0218126619501299 (ISSN 0218-1266)
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7. Peulic Aleksandar, Sustersic Tijana, Peulic Miodrag, Non-invasive improved technique for lumbar discus hernia classification based on fuzzy logic, null, 10.1515/bmt-2018-0013 (ISSN 0013-5585)
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8. Madzarevic M., Medarević D., Vulović Aleksandra, Sustersic Tijana, Djuris J., Filipovic Nenad, Ibric S., Optimization and prediction of ibuprofen release from 3D DLP printlets using artificial neural networks, null, 10.3390/pharmaceutics11100544 10.3390-pharmaceutics11100544.pdf
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9. Peulic Miodrag, Joković M., Sustersic Tijana, Peulic Aleksandar, A Noninvasive Assistant System in Diagnosis of Lumbar Disc Herniation, null, 10.1155/2020/6320126 (ISSN 1748-670X) 6320126.pdf
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10. Sustersic Tijana, Rankovic Vesna, Peulic Miodrag, Peulic Aleksandar, An Early Disc Herniation Identification System for Advancement in the Standard Medical Screening Procedure Based on Bayes Theorem, null, 10.1109/JBHI.2019.2899665 (ISSN 2168-2194)
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11. Sustersic Tijana, Milovanović Vladimir, Rankovic Vesna, Filipovic Nenad, A comparison of classifiers in biomedical signal processing as a decision support system in disc hernia diagnosis, null, 10.1016/j.compbiomed.2020.103978 (ISSN 0010-4825)
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12. Lorencin Ivan, Baressi Šegota Sandi, Anðelic N., Blagojevic Andjela, Sustersic Tijana, Protic A., Arsenijević Momir, Ćabov T., Filipovic Nenad, Car Zlatan, Automatic evaluation of the lung condition of COVID-19 patients using X-ray images and convolutional neural networks, null, 10.3390/jpm11010028 10.3390-jpm11010028.pdf
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13. Anđelić Nikola, Baressi Šegota Sandi, Lorencin Ivan, Jurilj Z., Sustersic Tijana, Blagojevic Andjela, Protic A., Ćabov T., Filipovic Nenad, Car Zlatan, Estimation of covid-19 epidemiology curve of the united states using genetic programming algorithm, null, 10.3390/ijerph18030959 (ISSN 1661-7827) 10.3390-ijerph18030959.pdf
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14. Blagojevic Andjela, Sustersic Tijana, Lorencin Ivan, Baressi Šegota Sandi, Milovanovic Dragan, Baskic Dejan, Filipovic Nenad, Combined machine learning and finite element simulation approach towards personalized model for prognosis of COVID-19 disease development in patients, null, http://dx.doi.org/10.4108/eai.12-3-2021.169028 eai.12-3-2021.169028.pdf
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15. Blagojevic Andjela, Sustersic Tijana, Lorencin Ivan, Baressi Šegota Sandi, Anđelić Nikola, Milovanovic Dragan, Baskić Danijela, Baskic Dejan, Zdravković Petrović Nataša, Sazdanovic Predrag, Car Zlatan, Filipovic Nenad, Artificial intelligence approach towards assessment of condition of COVID-19 patients - Identification of predictive biomarkers associated with severity of clinical condition and disease progression, null, 10.1016/j.compbiomed.2021.104869 (ISSN 0010-4825)
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16. Sustersic Tijana, Peulic Miodrag, Peulic Aleksandar, FPGA implementation of fuzzy medical decision support system for disc hernia diagnosis, null, 10.2298/CSIS200224015S (ISSN 1820-0214) 10.2298-CSIS200224015S.pdf
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17. Zanin M., Aitya N. A., Basilio J., Baumbach J., Benis A., Behera C. K., Sustersic Tijana, Schmidt H. H., An early stage researcher's primer on systems medicine terminology. Network and systems medicine, null, 10.1089/nsm.2020.0003 (ISSN 2690-5949) nsm.2020.0003.pdf
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18. Sustersic Tijana, Blagojevic Andjela, Cvetkovic Danijela, Cvetkovic Aleksandar, Lorencin Ivan, Baressi Šegota Sandi, Milovanovic Dragan, Baskić D., Car Zlatan, Filipovic Nenad, Epidemiological Predictive Modeling of COVID-19 Infection: Development, Testing, and Implementation on the Population of the Benelux Union, null, 10.3389/fpubh.2021.727274 10.3389-fpubh.2021.727274.pdf
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19. Ignjatović Jelisaveta, Sustersic Tijana, Bodić Aleksandar, Cvijic Sandra, Ðuriš Jelena, Rossi Alessandra, Dobričić Vladimir, Ibric Svetlana, Filipovic Nenad, Comparative assessment of in vitro and in silico methods for aerodynamic characterization of powders for inhalation, null, 10.3390/pharmaceutics13111831 10.3390-pharmaceutics13111831.pdf
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20. Sustersic Tijana, Simsek G., Yapici Guney, Nikolic Milica, Vulovic R., Filipovic Nenad, Vrana Nihal Engin, An In-Silico Corrosion Model for Biomedical Applications for Coupling With In-Vitro Biocompatibility Tests for Estimation of Long-Term Effects, null, 10.3389/fbioe.2021.718026 fbioe-09-718026.pdf
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21. Baressi Šegota Sandi, Lorencin Ivan, Andjelic Nikola, Štifanić Daniel, Musulin Jelena, Vlahinic S., Sustersic Tijana, Blagojevic Andjela, Car Zlatan, Automated Pipeline for Continual Data Gathering and Retraining of the Machine Learning-Based COVID-19 Spread Models, null, http://dx.doi.org/10.4108/eai.4-5-2021.169582 eai.4-5-2021.169582.pdf
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22. Filipovic Nenad, Saveljic Igor, Sustersic Tijana, Milosevic Miljan, Milicevic Bogdan, Simic Vladimir, Ivanović Miloš, Kojić M., In Silico Clinical Trials for Cardiovascular Disease, null, 10.3791/63573 (ISSN 1940-087X)
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23. Sustersic Tijana, Marković Jelena, Atanasijevic A., Živić Andreja, Ivanović Miloš, Filipovic Nenad, SGABU Platform – Integrated Platform for Biomedical Datasets and Multiscale Models,Contemporary Materials, null, 10.7251/COMEN2202140S
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24. Filipovic Nenad, Sustersic Tijana, Milosevic Miljan, Milicevic Bogdan, Simic Vladimir, Prodanovic Momcilo, Mijailovic Srboljub, Kojic Milos, SILICOFCM platform, multiscale modeling of left ventricle from echocardiographic images and drug influence for cardiomyopathy disease, null, 10.1016/j.cmpb.2022.107194 (ISSN 0169-2607)
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25. Dašić Lazar, Radovanovic Nikola, Sustersic Tijana, Blagojevic Andjela, Benolić Leo, Filipovic Nenad, Patch-based Convolutional Neural Network for Atherosclerotic Carotid Plaque Semantic Segmentation, null (ISSN 1820 – 4503) p10.pdf
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26. Radovanovic Nikola, Dašić Lazar, Blagojevic Andjela, Sustersic Tijana, Filipovic Nenad, Carotid Artery Segmentation Using Convolutional Neural Network in Ultrasound Images, null (ISSN 1820 – 4503) p8.pdf
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27. Sustersic Tijana, Bodić Aleksandar, Ignjatović Jelisaveta, Cvijic Sandra, Ibric Svetlana, Filipovic Nenad, Numerical Modeling of Particle Dynamics Inside a Dry Powder Inhaler, null, 10.3390/pharmaceutics14122591 (ISSN -) pharmaceutics-14-02591.pdf
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28. Nikolić Jovana, Atanasijevic A., Živić Andreja, Sustersic Tijana, Ivanović Miloš, Filipovic Nenad, Development of SGABU Platform for Multiscale Modeling, null (ISSN 1820 – 4503) p9.pdf
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29. Sustersic Tijana, Peulic Aleksandar, FPGA Implementation of Expert System for Medical Diagnosis of Disc Hernia Diagnosis Based on Bayes Theorem, null, 10.1142/S021812662350038X (ISSN 0218-1266)
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30. Sustersic Tijana, Rankovic Vesna, Milovanović Vladimir, Kovacevic Vojin, Rasulić L., Filipovic Nenad, A Deep Learning Model for Automatic Detection and Classification of Disc Herniation in Magnetic Resonance Images, null, 10.1109/JBHI.2022.3209585 (ISSN 2168-2194)
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31. Geroski Tijana, Gkaintes Orestis, Vulović Aleksandra, Ukaj Niketa, Barrasa Fano Jorge, Perez-Boerema Fernando, Milicevic Bogdan, Atanasijevic A., Živković Jelena, Živić Andreja, Roumpi Maria, Exarchos Themis, Christian Hellmich, Scheiner Stefan, Van Oosterwyck Hans, Jakovljevic Professor Djordje, Ivanović Miloš, Filipovic Nenad, SGABU computational platform for multiscale modeling: Bridging the gap between education and research, null, 10.1016/j.cmpb.2023.107935 (ISSN 01692607) 1-s2.0-S0169260723006016-main.pdf
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bookPart
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1. Filipovic Nenad, Nikolic Milica, Sustersic Tijana, Simulation of organ-on-a-chip systems, null, 10.1016/B978-0-08-102906-0.00028-3 (ISSN -)
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2. Sustersic Tijana, Filipovic Nenad, Computational modelling of dry powder inhalers for pulmonary drug delivery, null, 10.1016/B978-0-12-819583-3.00008-4
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3. Sustersic Tijana, Filipovic Nenad, Implementation of Medical Image Processing Algorithms on FPGA Using Xilinx System Generator, null, 10.1002/9781119563983.ch9 (ISSN -)
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4. Sustersic Tijana, Blagojevic Andjela, Artificial intelligence approach toward analysis of COVID-19 development—Personalized and epidemiological model, null, 10.1016/B978-0-12-823956-8.00013-4 (ISSN -)
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5. Sustersic Tijana, Kovacevic Vojin, Rankovic Vesna, Rasulic Lukas, Filipovic Nenad, Computational Modelling and Machine Learning Based Image Processing in Spine Research, null, 10.1007/978-3-030-98279-9_16 (ISSN 978-3-030-98279-9)
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review
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1. Nikolic Milica, Sustersic Tijana, Filipovic Nenad, In vitro models and on-chip systems: Biomaterial interaction studies with tissues generated using lung epithelial and liver metabolic cell lines, null, 10.3389/fbioe.2018.00120 10.3389-fbioe.2018.00120.pdf
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2. Filipovic Nenad, Sustersic Tijana, Vulović Aleksandra, Tsuda A., Big Data and machine learning: new frontier in lung cancer care, null, 10.21037/shc.2019.07.11 (ISSN -) 5310-PB21-7242-R3.pdf
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3. Musulin Jelena, Baressi Šegota Sandi, Štifanić D., Lorencin Ivan, Anđelić Nikola, Sustersic Tijana, Blagojevic Andjela, Filipovic Nenad, Ćabov T., Markova-Car Elitza, Application of artificial intelligence-based regression methods in the problem of covid-19 spread prediction: A systematic review, null, 10.3390/ijerph18084287 (ISSN 1661-7827) 10.3390-ijerph18084287.pdf
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conferenceObject
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1. Sustersic Tijana, Mijailovic Nikola, Milanković I Ivan, Filipovic Nenad, Peulic Aleksandar, Segmentation and Three- Dimensional Visualization of Brain Tumor and Possibility of Mapping Such Algorithms on High Performance Reconfigurable Computers, null
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2. Sustersic Tijana, Peulic Miodrag, Filipovic Nenad, Peulic Aleksandar, Application of active contours method in assessment of optimal approach trajectory to brain tumor, null, 10.1109/BIBE.2015.7367661
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3. Sustersic Tijana, Vulović A., Cvijic Sandra, Ibric Svetlana, Filipovic Nenad, Effect of Circulation Chamber Dimensions on Aerosol Delivery Efficiency of a Commercial Dry Powder Inhaler Aerolizer®, null, 10.1109/BIBE.2017.00011
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4. Vulović A., Sustersic Tijana, Filipovic Nenad, Finite Element Analysis of Femoral Implant under Static Load, null, 10.1109/BIBE.2017.00012
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5. Ferouka I., Sustersic Tijana, Živanović Marko, Filipovic Nenad, Discrete simulation of electrospinning jet’s evolution, null
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6. Sustersic Tijana, Vulović Aleksandra, Filipovic Nenad, Peulic Aleksandar, FPGA implementation of face recognition algorithm, null, 10.1007/978-3-319-74935-8_13 (ISSN 1867-8211)
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7. Nikolic Milica, Sustersic Tijana, Saveljic Igor, Vrana Nihal Engin, Filipovic Nenad, Modelling of Monocytes Behaviour inside the Bioreactor, null
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8. Sustersic Tijana, Liverani Liliana, Boccaccini Aldo, Filipovic Nenad, Electrospinning Process Simulation for the Application in Predictive Cardiovascular Disease, null
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9. Sustersic Tijana, Liverani Liliana, Boccaccini Aldo, Savić Slobodan, Filipovic Nenad, Numerical simulation of electrospinning using PAK and ANSYS software, null
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10. Sustersic Tijana, Vulović Aleksandra, Cekerevac Ivan, Susa R., Baumann S., Zisaki A., Braojos R., Rincon F., Murali S., Filipovic Nenad, Automatic Sleep Apnea/Hypopnea Detection based on Nasal Airflow Signal, null
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11. Sustersic Tijana, Peulic Aleksandar, Peulic Miodrag, Filipovic Nenad, User Friendly Two- and Three-Dimensional Brain Tumor Visualization, null
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12. Sustersic Tijana, Rankovic Vesna, Filipovic Nenad, Development of a user-Friendly Application for DICOM Image Segmentation and 3D Visualization of a Brain Tumor, null, 10.1109/BIBE.2019.00098
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13. Sustersic Tijana, Simsek Gorkem Muttalip, Vrana Nihal Engin, Filipovic Nenad, Computational Modelling of Corrosion Process in Medical Implant Surfaces, null (ISSN 978-86-909973-7-4)
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14. Sustersic Tijana, Nikolic Milica, Barthes Julien, Vrana Nihal Engin, Filipovic Nenad, Coupling Experimental Data and Numerical Simulation in Modelling Epithelial Barrier Formation with A549 Cancerous Cell Line, null (ISSN 978-86-81037-75-1)
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15. Sustersic Tijana, Milovanović Vladimir, Rankovic Vesna, Filipovic Nenad, Peulic Aleksandar, Medical Image Processing using Xilinx System Generator, null (ISSN 978-86-81037-75-1)
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16. Nikolic Milica, Sustersic Tijana, Muller C.B., Zhang Yusen, Vrana Nihal Engin, Filipovic Nenad, Monocyte Behaviour Under Perfusion Conditions for Development of Granuloma on-a-chip, null
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17. Sustersic Tijana, Nikolic Milica, Vrana Nihal Engin, Filipovic Nenad, Discrete modelling of liver cell aggregation using partial differential equations, null, 10.1007/978-3-030-17971-7_57 (ISSN 1680-0737)
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18. Sustersic Tijana, Nikolic Milica, Barthes Julien, Vrana Nihal Engin, Filipovic Nenad, In Silico Modelling of Epithelial Barrier Formation with A549 Cancerous Cell Line, null
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19. Sustersic Tijana, Nikolic Milica, Vulovic Radun, Vrana Nihal Engin, Filipovic Nenad, Use of Lung and Liver Computer Modeling in Preclinical Practice, null
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20. Blagojevic Andjela, Sustersic Tijana, Filipovic Nenad, Automatic segmentation of lungs with pneumonia in X-ray images of patients with COVID-19, null
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21. Sustersic Tijana, Anic Milos, Filipovic Nenad, Heart left ventricle segmentation in ultrasound images using deep learning, null, 10.1109/MELECON48756.2020.9140527
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22. Blagojevic Andjela, Sustersic Tijana, Filipovic Nenad, Epidemiological forecasting of COVID-19 infection using deep learning approach, null, 10.1109/BIBE52308.2021.9635289 (ISSN -)
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23. Nikolic Milica, Sustersic Tijana, Filipovic Nenad, Numerical Simulation of Sedimentation Process using Mason-Weaver Equation, null, 10.1109/BIBE52308.2021.9635216 (ISSN -)
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24. Sustersic Tijana, Rankovic Vesna, Kovacevic Vojin, Milovanović Vladimir, Rasulić L., Filipovic Nenad, Machine Learning-based Image Processing in Support of Discus Hernia Diagnosis, null, 10.1109/BIBE52308.2021.9635305 (ISSN -)
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25. Sustersic Tijana, Blagojevic Andjela, Simovic Stefan, Velicki Lazar, Filipovic Nenad, Automatic Detection of Cardiomyopathy in Cardiac Left Ventricle Ultrasound Images, null (ISSN 2738-1447) 78499d55-688a-44c0-8367-3c5b6ec9be12.pdf
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26. Sustersic Tijana, Blagojevic Andjela, Simovic Stefan, Velicki Lazar, Filipovic Nenad, Development of machine learning tool for segmentation and parameter extraction in cardiac left ventricle ultrasound images of patients with cardiomyopathy, null
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27. Sustersic Tijana, Blagojevic Andjela, Milicevic Bogdan, Milosevic Miljan, Simovic Stefan, Filipovic Nenad, Ultrasound image processing and 3D reconstruction of heart in patients with cardiomyopathy, null
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28. Sustersic Tijana, Blagojevic Andjela, Cvetkovic Danijela, Cvetković Aleksandar, Lorencin Ivan, Baressi Šegota Sandi, Car Zlatan, Filipovic Nenad, Epidemiological predictive modelling of COVID-19 spread, null
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29. Ignjatović Jelisaveta, Sustersic Tijana, Cvijic Sandra, Bodić Aleksandar, Djuris Jelena, Ibric Svetlana, Filipovic Nenad, Comparative Assessment of Computational vs. In Vitro Methods for the Estimation of Dry Powders for Inhalation Emitted Fraction, null
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30. Sustersic Tijana, Nikolic Milica, Tanase Constantin Edi, Ghaemmaghami Amir, Vrana Nihal Engin, Filipovic Nenad, Coupled In-Silico and In-Vitro Modelling of Hepatocyte Cell Aggregation as a Step Towards Improved Biomaterial Risk Assessment, null
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31. Ignjatović Jelisaveta, Sustersic Tijana, Cvijic Sandra, Bodić Aleksandar, Djuris Jelena, Ibric Svetlana, Filipovic Nenad, Computational vs. In Vitro Approach to Predict Aerodynamic Performance of Dry Powders for Inhalation, null
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32. Vulović Aleksandra, Sustersic Tijana, Filipovic Nenad, Shear Stress Classification for The Finite Element Analysis of Hip Implant Surface Topographies, null
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33. Blagojevic Andjela, Sustersic Tijana, Filipovic Nenad, Agent-Based Model and Simulation Of Atherosclerotic Plaque Progression, null
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34. Sustersic Tijana, Application of Artificial Intelligence Algorithms In Biomedical Image Processing, null IYBSSD 2022_WCBSSD_Report_1.pdf
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35. Sustersic Tijana, Gribova Varvara, Nikolic Milica, Lavale Philip, Vrana Nihal Engin, Machine learning based prediction of layer-by-layer coating thickness, null
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36. Benolić Leo, Blagojevic Andjela, Sustersic Tijana, Car Zlatan, Filipovic Nenad, Mathematical Modeling of Covid-19 Spread Using Genetic Programming Algorithm, null
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37. Sustersic Tijana, Blagojevic Andjela, Milicevic Bogdan, Milosevic Miljan, Filipovic Nenad, Coupled Machine Learning and Finite Element Analysis of Heart Left Ventricle in Patients with Cardiomyopathy, null
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38. Sustersic Tijana, Blagojevic Andjela, Milicevic Bogdan, Milosevic Miljan, Filipovic Nenad, Towards Fully Automated 3D Reconstruction of Heart - Segmentation and Parametric Heart Model of Patients with Cardiomyopathy, null
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39. Mitrevski N., Ilić Đ, Marković Jelena, Sustersic Tijana, Zivic Fatima, Grujovic Nenad, Filipovic Nenad, SMART2M Digital Platform as the Communication Channel for Academia - Industry Collaboration, null
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40. Dašić Lazar, Blagojevic Andjela, Sustersic Tijana, Filipovic Nenad, Comparative Analysis of Patch-based and Full Image Methodology of Carotid Artery Plaque Semantic Segmentation in Ultrasound images, null
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41. Sustersic Tijana, Rankovic Vesna, Kovacevic Vojin, Filipovic Nenad, Segmentation and Classification of Disc Hernia in Magnetic Resonance Images using Deep Learning, null
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42. Marković Jelena, Ilić Đ, Mitrevski N., Sustersic Tijana, Zivic Fatima, Filipovic Nenad, Digital Platform as the Communication Channel for Challenges in Artificial Intelligence, null
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43. Blagojevic Andjela, Sustersic Tijana, Filipovic Nenad, Simulation of Atherosclerotic Plaque Development using Agent-based Modelling, null
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44. Sustersic Tijana, Rankovic Vesna, Milovanović Vladimir, Kovacevic Vojin, Rasulic Lukas, Filipovic Nenad, Detecting Disc Herniation in Segmented Lumbar Spine Magnetic Resonance Images using Distinct Features, null
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45. Sustersic Tijana, Blagojevic Andjela, Filipovic Nenad, Application of Artificial Intelligence in Medicine: From Data to Personalised Models, null
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46. Blagojevic Andjela, Sustersic Tijana, Lorencin Ivan, Baressi Šegota Sandi, Andjelic Nikola, Milovanovic Dragan, Baskic Dejan, Car Zlatan, Filipovic Nenad, Analysis of Covid-19 Disease Using Machine Learning - Personalized Model, null
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47. Geroski Tijana, Filipovic Nenad, Application of Machine Learning Algorithms in Medical Data Processing, null, 10.46793/ICCBI23.379G 2nd-ICCBIKG- str 379-381.pdf
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48. Rankovic Vesna, Đonić Andrija, Geroski Tijana, ROAD TRAFFIC ACCIDENTS PREDICTION USING MACHINE LEARNING METHODS, null MVM_Rankovic.pdf
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