Increasing scientific, technological and innovation capacity of Serbia as a Widening country in the domain of multiscale modelling and medical informatics in biomedical engineering

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Best practices for building the innovation capacity

This report will summarize effective capacity building approaches at universities in the EU region The aims are to draw lessons that will lead to opportunity to help the strengthening of knowledge framework and elearning at UKG

Materials for teaching and learning purposes

The report will focus on relevant materials including tutorials, guidelines, case studies and best practice examples in order to facilitate students’ learning and training.

State of the art in bioinformatics, imaging informatics, sensor informatics, public health informatics

The report will include the analysis of the state of the art for enabling technologies of devices and sensors databases systems signals and big data analytics It will also include machine learning artificial intelligence telemedicine Internet of Things IOT mHealth eHealth human computer interface bioinformatics sensors imaging to achieve patient specific outcome driven health care The analysed methods will be part of the integrated SGABU platform

Publications in high impact journals

List of peerreviewed publications in the field of multiscale modelling and medical informatics in biomedical engineering of the coordinating entity UKG during the three years preceding the start date of the project

Collection of successful stories

The report will present successful stories from spin-off companies in the field of multiscale modelling and medical informatics in biomedical engineering, providing guidelines and recommendations for UKG. A collection of successful stories will be printed as a brochure.

State of the art in the multiscale modelling in biomedical engineering

The report will include the analysis of the current stateoftheart of multiscale modelling to provide the basis for the SGABU platform

Project Website

A website will be created to provide a first access point for the public UKG will have the main role in creation and maintenance of project website and dissemination activities related to project promotion

Publications

Simulation of organ-on-a-chip systems

Author(s): Filipovic, N., Nikolic, M., Sustersic, T.
Published in: Biomaterials for Organ and Tissue Regeneration – New Technologies and Future Prospects, 2020
Publisher: Elsevier

Computational modeling of atherosclerosis

Author(s): Nenad Filipovic
Published in: Computational Modeling in Bioengineering and Bioinformatics, 2019, Page(s) 1-39
Publisher: Elsevier

Computational modelling of dry powder inhalers for pulmonary drug delivery

Author(s): Sustersic, T., Filipovic, N.
Published in: Computational Modeling in Bioengineering and Bioinformatics, 2020
Publisher: Elsevier

Computational analysis of abdominal aortic aneurysm before and after endovascular aneurysm repair

Author(s): Smiljana Djorovic, Nenad Filipovic
Published in: Computational Modeling in Bioengineering and Bioinformatics, 2019, Page(s) 353-386
Publisher: Elsevier

Aortic Dissection: Numerical Modeling, Virtual Surgery

Author(s): Igor B. Saveljic, Nenad Filipovic
Published in: Computational Modeling in Bioengineering and Bioinformatics, 2019, Page(s) 137-178
Publisher: Elsevier

Numerical modeling of cell separation in microfluidic chips

Author(s): Tijana Đukić, Nenad Filipovic
Published in: Computational Modeling in Bioengineering and Bioinformatics, 2019, Page(s) 321-352
Publisher: Elsevier

Lab-on-a-chip and epithelial lung cells modeling

Author(s): Milica Nikolic, Nenad Filipovic
Published in: Computational Modeling in Bioengineering and Bioinformatics, 2019, Page(s) 105-135
Publisher: Elsevier

ace Recognition Using Maxeler DataFlow, Exploring the DataFlow Supercomputing Paradigm

Author(s): Tijana Sustersic, Aleksandra Vulovic, Nemanja Trifunovic, Ivan Milankovic, Nenad Filipovic
Published in: Exploring the DataFlow Supercomputing Paradigm, 2019, Page(s) 171-196
Publisher: Springer

Computer modeling of cochlea mechanics

Author(s): Velibor Isailovic, Nenad Filipovic
Published in: Computational Modeling in Bioengineering and Bioinformatics, 2019, Page(s) 289-319
Publisher: Elsevier

The biomechanics of lower human extremities

Author(s): Aleksandra Vulović, Nenad Filipovic
Published in: Computational Modeling in Bioengineering and Bioinformatics, 2019, Page(s) 179-210
Publisher: Elsevier

Computer Modeling of Stent Deployment in the Coronary Artery Coupled with Plaque Progression

Author(s): Nenad Filipovic, Zarko Milosevic, Igor Saveljic, Dalibor Nikolic, Milos Radovic
Published in: Biomaterials in Clinical Practice, 2018, Page(s) 659-693, ISBN 978-3-319-68024-8
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-68025-5_25

A Deep Learning Model for Automatic Detection and Classification of Disc Herniation in Magnetic Resonance Images

Author(s): T. Šušteršič, V. Ranković, V. Milovanović, V. Kovačević, L. Rasulić, N. Filipović
Published in: IEEE Journal of Biomedical and Health Informatics, 2022, ISSN 2168-2208
Publisher: IEEE
DOI: 10.1109/jbhi.2022.3209585

A study on the accuracy and efficiency of the improved numerical model for stent implantation using clinical data

Author(s): Tijana Djukic, Igor Saveljic, Gualtiero Pelosi, Oberdan Parodi, Nenad Filipovic
Published in: Computer Methods and Programs in Biomedicine, 2021, Page(s) 106196, ISSN 0169-2607
Publisher: Elsevier BV
DOI: 10.1016/j.cmpb.2021.106196

Disease progression of hypertrophic cardiomyopathy: modeling using machine learning

Author(s): 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
Published in: JMIR Medical Informatics, 2022, ISSN 2291-9694
Publisher: PubMed
DOI: 10.2196/30483

An Early Disc Herniation Identification System for Advancement in the Standard Medical Screening Procedure Based on Bayes Theorem

Author(s): Tijana Sustersic, Vesna Rankovic, Miodrag Peulic, Aleksandar Peulic
Published in: IEEE Journal of Biomedical and Health Informatics, Issue 24/1, 2020, Page(s) 151-159, ISSN 2168-2194
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jbhi.2019.2899665

Application of Machine Learning for Segmentation of the Pulmonary Acinus Imaged by Synchrotron X-Ray Tomography

Author(s): B. Arsic, I. Saveljic, F.S. Henry, N. Filipovic, A. Tsuda
Published in: Journal of Aerosol Medicine and Pulmonary Drug Delivery, 2023, ISSN 1941-2703
Publisher: Mary Ann Liebert, Inc. publishers
DOI: 10.1089/jamp.2022.0051

Transient numerical simulation of airflow characteristics in the mouth-throat 3D model

Author(s): A. Vulović, J. Lamovec, S. Jaćimovski, N. Filipović
Published in: Tehnički vjesnik, 2022, ISSN 1846-6168
Publisher: University of Slavonski Brod, Faculty of Mechanical Engineering
DOI: 10.17559/tv-20211123102414

Machine Learning Approach for Predicting Wall Shear Distribution for Abdominal Aortic Aneurysm and Carotid Bifurcation Models

Author(s): Jordanski, M., Radovic, M., Milosevic, Z., Filipovic, N., Obradovic, Z.
Published in: IEEE Journal of Biomedical and Health Informatics, 2018, ISSN 2168-2208
Publisher: IEEE
DOI: 10.1109/jbhi.2016.2639818

Development of SGABU Platform for Multiscale Modeling

Author(s): J. Nikolić, A. Atanasijević, A. Živić, T. Šušteršič, M. Ivanović, N. Filipović
Published in: IPSI Transactions on Internet Research, 2022, ISSN 1820-4503
Publisher: IPSI Bgd TIR
DOI: 10.58245/ipsi.tir.22jr.09

Comparative Assessment of In Vitro and In Silico Methods for Aerodynamic Characterization of Powders for Inhalation

Author(s): Ignjatovic J, Sustersic T, Bodic A, Cvijic S, Djuris J, Rossi A, Dobricic V, Ibric S, Filipovic N
Published in: Pharmaceutics, Issue 13 (11), 2021, ISSN 1999-4923
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/pharmaceutics13111831

Validation of lattice Boltzmann based software for blood flow simulations in complex patient-specific arteries against traditional CFD methods

Author(s): T. Djukic, M. Topalovic, N. Filipovic
Published in: Mathematics and Computers in Simulation, 2023, ISSN 0378-4754
Publisher: Elsevier BV
DOI: 10.1016/j.matcom.2022.07.027

Hierarchical biomechanics: Concepts, bone as prominent example, and perspectives beyond

Author(s): C. Hellmich, N. Ukaj, B. Smeets, H. van Oosterwyck, N. Filipović, L. Zelaya-Lainez, J. Kalliauer, S. Scheiner
Published in: Applied Mechanics Reviews, 2022, ISSN 0003-6900
Publisher: ASME
DOI: 10.1115/1.4055032

A novel Composite Smeared Finite Element for Mechanics (CSFEM) – some applications

Author(s): V. Simic, M. Milosevic, V. Milicevic, N. Filipovic, M. Kojic
Published in: Technology and Health Care, 2022, ISSN 1878-7401
Publisher: IOS Press BV

AI in Medical Imaging Informatics: Current Challenges and Future Directions

Author(s): Andreas S. Panayides, Amir Amini, Nenad D. Filipovic, Ashish Sharma, Sotirios A. Tsaftaris, Alistair Young, David Foran, Nhan Do, Spyretta Golemati, Tahsin Kurc, Kun Huang, Konstantina S. Nikita, Ben P. Veasey, Michalis Zervakis, Joel H. Saltz, Constantinos S. Pattichis
Published in: IEEE Journal of Biomedical and Health Informatics, Issue 24/7, 2020, Page(s) 1837-1857, ISSN 2168-2194
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jbhi.2020.2991043

Sacubitril/valsartan reverses cardiac structure and function in experimental model of hypertension-induced hypertrophic cardiomyopathy

Author(s): Jeremic J, Govoruskina N, Bradic J, Milosavljevic I, Srejovic I, Zivkovic V, Jeremic N, Nikolic Turnic T, Tanaskovic I, Bolevich S, Jakovljevic V, Bolevich S, Zivanovic MN, Okwose N, Seklic D, Milivojevic N, Grujic J, Velicki L, MacGowan G, Jakovljevic DG, Filipovic N.
Published in: Mol Cell Biochem., 2023, ISSN 1573-4919
Publisher: Springer
DOI: 10.1007/s11010-023-04690-7

Coupled in silico platform: Computational Fluid Dynamics (CFD) and Physiologically-Based Pharmacokinetic (PBPK) modelling

Author(s): Vulović A., Šušteršič T., Cvijić S., Ibrić S., Filipović N.
Published in: European Journal of Pharmaceutical Sciences (EJPS), 2017, Page(s) 171-184, ISSN 0928-0987
Publisher: Elsevier BV
DOI: 10.1016/j.ejps.2017.10.022

Computational Modeling on Drugs Effects for Left Ventricle in Cardiomyopathy Disease

Author(s): S. Tomasevic, M. Milosevic, B. Milicevic, V. Simic, M. Prodanovic, S. Mijailovich, N. Filipovic
Published in: Pharmaceutics, 2023, ISSN 1999-4923
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/pharmaceutics15030793

Fractional flow reserve-based patient risk classification

Author(s): M. Stanojević Pirković, O. Pavić, F. Filipović, I. Saveljić, T. Geroski, T. Exarchos, N. Filipović
Published in: Diagnostics, 2023, ISSN 2075-4418
Publisher: MDPI
DOI: 10.3390/diagnostics13213349

Modeling ischemia with finite elements and automated machine learning

Author(s): Marko Robnik-Šikonja, Miloš Radović, Smiljana Đorović, Bojana Anđelković-Ćirković, Nenad Filipović
Published in: Journal of Computational Science, Issue 29, 2018, Page(s) 99-106, ISSN 1877-7503
Publisher: Elsevier BV
DOI: 10.1016/j.jocs.2018.09.017

Machine learning and physical based modeling for cardiac hypertrophy

Author(s): B. Milicevic, M. Milosevic, V. Simic, A. Preveden, L. Velicki, Dj. Jakovljevic, Z. Bosnic, M. Piculin, B. Zunkovic, M. Kojic, N. Filipovic
Published in: Heliyon, 2023, ISSN 2405-8440
Publisher: Cell Press
DOI: 10.1016/j.heliyon.2023.e16724

Optimization and prediction of ibuprofen release from 3D DLP printlets using artificial neural networks

Author(s): Madzarevic, M.; Medarevic, D.; Vulovic, A.; Sustersic, T.; Djuris, J.; Filipovic, N.; Ibric, S
Published in: Pharmaceutics, 2019, ISSN 1999-4923
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/pharmaceutics11100544

Finite element analysis of a knee joint during jump

Author(s): R. Radaković, A. Vulović, T. Exarchos, N. Filipović
Published in: Journal of the Serbian Society for Computational Mechanics, 2022, ISSN 1820-6530
Publisher: The Serbian Society for Computational Mechanics (SSCM)
DOI: 10.24874/jsscm.2022.16.02.06

Big data in multiscale modelling: from medical image processing to personalized models

Author(s): T. Geroski, D. G. Jakovljevic, N. Filipovic
Published in: Journal of Big Data, 2023, ISSN 0967-0912
Publisher: Institute of Materials
DOI: 10.1186/s40537-023-00763-y

Numerical modeling of the motion of otoconia particles in the patient-specific semicircular canal

Author(s): Tijana Djukic, Igor Saveljic, Nenad Filipovic
Published in: Computational Particle Mechanics, Issue 6/4, 2019, Page(s) 767-780, ISSN 2196-4378
Publisher: Springer
DOI: 10.1007/s40571-019-00260-1

An Effective, Green Synthesis Procedure for Obtaining Coumarin–Hydroxybenzohydrazide Derivatives and Assessment of Their Antioxidant Activity and Redox Status

Author(s): E.H. Avdović, Ž. Milanović, D. Simijonović M., Antonijević, M. Milutinović, D. Nikodijević, N. Filipović, Z. Marković, R. Vojinović
Published in: Antioxidants, 2023, ISSN 2076-3921
Publisher: MDPI
DOI: 10.3390/antiox12122070

Combined Biological and Numerical Modeling Approach for Better Understanding of the Cancer Viability and Apoptosis

Author(s): M. Živanović, M. Gazdić Janković, A. Ramović Hamzagić, K. Virijević, N. Milivojević, K. Pecić, D. Šeklić, M. Jovanović, N. Kastratović, A. Mirić, et al
Published in: Pharmaceutics, 2023, ISSN 1999-4923
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/pharmaceutics15061628

Numerical Modeling of Particle Dynamics Inside a Dry Powder Inhaler

Author(s): T. Šušteršič, A. Bodić J. Ignjatović, S. Cvijić, S. Ibrić, N. Filipović
Published in: Pharmaceutics, 2022, ISSN 1999-4923
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/pharmaceutics14122591

Numerical vs analytical comparison with experimental fractional flow reserve values of right coronary artery stenosis

Author(s): A. Milovanovic, I. Saveljic, N. Filipovic
Published in: Technology and health care, 2023, ISSN 1878-7401
Publisher: IOS Press BV
DOI: 10.3233/thc-220435

SGABU computational platform for multiscale modeling: bridging the gap between education and research

Author(s): Tijana Geroski, Orestis Gkaintes, Aleksandra Vulović, Niketa Ukaj, Jorge Barrasa-Fano, Fernando Perez-Boerema, Bogdan Milićević, Aleksandar Atanasijević, Jelena Živković, Andreja Živić, Maria Roumpi, Themis Exarchos, Christian Hellmich, Stefan Scheiner, Hans Van Oosterwyck, Djordje Jakovljević, Miloš Ivanović, Nenad Filipović
Published in: Computer Methods and Programs in Biomedicine, 2024, ISSN 0169-2607
Publisher: Elsevier BV
DOI: 10.1016/j.cmpb.2023.107935

A comparison of classifiers in biomedical signal processing as a decision support system in disc hernia diagnosis

Author(s): Tijana Šušteršič, Vladimir Milovanović, Vesna Ranković, Nenad Filipović
Published in: Computers in Biology and Medicine, Issue 125, 2020, Page(s) 103978, ISSN 0010-4825
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.compbiomed.2020.103978

Evaluation of novel dendrimer-gold complex nanoparticles for theranostic application in oncology

Author(s): N. Milivojević, M.R. Carvalho, D. Caballero, S. Radisavljević, M. Radoićić, M. Živanović, C.S. Kundu, R.L. Reis, N. Filipović, J.M. Oliveira
Published in: Nanomedicine, 2024, ISSN 1748-6963
Publisher: FSG
DOI: 10.2217/nnm-2023-0355

Simulating fluid flow within coronary arteries using parallelized sparse lattice bolztmann method

Author(s): Djukic T, Filipovic N
Published in: ICSSM 2021 Proceedings, 2021
Publisher: Serbian Society of Mechanics
DOI: 10.5281/zenodo.6323621

Computational Finite Element Analysis of Aortic Root with Bicuspid Valve

Author(s): Smiljana Tomasevic; Igor Saveljic; Lazar Velicki; Nenad Filipovic
Published in: Crossref, Issue 2, 2021
Publisher: IEEE
DOI: 10.1109/bibe52308.2021.9635269

Comparison of mechanical response of knee joint with healthy and damaged femoral cartilage

Author(s): Aleksandra Vulovic; Giuseppe Filardo; Nenad Filipovic
Published in: Crossref, Issue 2, 2021
Publisher: IEEE
DOI: 10.1109/bibe52308.2021.9635319

Simulation of Deployment of Multiple Stents Within Deformable Artery

Author(s): Tijana Djukic, Igor Saveljic, Gualtiero Pelosi, Oberdan Parodi, Nenad Filipovic
Published in: 2019 IEEE 19th International Conference on Bioinformatics and Bioengineering (BIBE), 2019, Page(s) 454-457, ISBN 978-1-7281-4617-1
Publisher: IEEE
DOI: 10.1109/bibe.2019.00088

Machine Learning-based Image Processing in Support of Discus Hernia Diagnosis

Author(s): Tijana Sustersic; Vesna Rankovic; Voiin Kovacevic; Vladimir Milovanovic; Lukas Rasulic; Nenad Filipovic
Published in: Crossref, Issue 2, 2021
Publisher: IEEE
DOI: 10.1109/bibe52308.2021.9635305

Epidemiological forecasting of COVID-19 infection using deep learning approach

Author(s): Andela Blagojevic; Tijana Sustersic; Nenad Filipovic
Published in: Crossref, Issue 1, 2021
Publisher: IEEE
DOI: 10.1109/bibe52308.2021.9635289

Numerical modeling the motion of otoconia particles in the semicircular canal under whole body vibration

Author(s): Saveljic I, Macuzic Saveljic S, Nikolic D, Djukic T, Djorovic S, Lukic J, Filipovic N
Published in: ICSSM 2021 Proceedings, 2021
Publisher: Serbian Society of Mechanics
DOI: 10.5281/zenodo.6323580

Calculation of femoral cortical bone elasticity modulus from computed tomography scans

Author(s): Vulovic A, Filipovic N
Published in: ICSSM 2021 Proceedings, 2021
Publisher: Serbian Society of Mechanics
DOI: 10.5281/zenodo.6323636

Automatic segmentation and 3D reconstruction of patient- Specific carotid artery by using ultrasound images

Author(s): Milos Anic, Branko Arsic, Tijana Djukic, Smiljana Tomasevic, Branko Gakovic, Igor Koncar, Nenad Filipovic
Published in: 2023
Publisher: University of Kragujevac
DOI: 10.5281/zenodo.10519120

Microfluidic Lab-on-Chip System Development for Cell Culture Cultivation

Author(s): Milivojevic N, Zivanovic M, Nikolic D, Jovanovic Z, Seklic D, Nikolic M, Filipovic N
Published in: ICSSM 2021 Proceedings, 2021
Publisher: Serbian Society of Mechanics
DOI: 10.5281/zenodo.6323630

Numerical analysis of vibration effects on the lumbar spine

Author(s): Igor Saveljic, Slavica Macuzic Saveljic, Nenad Filipovic
Published in: 2021 20th International Symposium INFOTEH-JAHORINA (INFOTEH), 2021, Page(s) 1-4, ISBN 978-1-7281-8229-2
Publisher: IEEE
DOI: 10.1109/infoteh51037.2021.9400660

Hemodynamics of Femoro-Popliteal “Bi-Pass” Surgery using FEA Methods

Author(s): Dalibor D. Nikolic; Dragan B. Sekulic; Danko Z. Milasinovic; Dragana S. Paunovic; Igor M. SekuliC; Igor B. Saveljic; Nenad D. Filipovic
Published in: Crossref, Issue 2, 2021
Publisher: IEEE
DOI: 10.1109/bibe52308.2021.9635376

Automatic Curvature Analysis for Finely Interpolated Spinal Curves

Author(s): Mihai Neghina; Radu Emanuil Petruse; Sasa Cukovic; Caliri Schiau; Nenad Filipovic
Published in: Crossref, Issue 2, 2021
Publisher: IEEE
DOI: 10.1109/bibe52308.2021.9635424

Computational modeling in bioengineering and bioinformatics

Author(s): N Filipovic
Published in: 2019, ISBN 978-0-128-19583-3
Publisher: Elsevier

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