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

Informazioni relative al progetto

SGABU

ID dell’accordo di sovvenzione: 952603

DOI

10.3030/952603

Progetto chiuso

Data della firma CE 17 Giugno 2020

Data di avvio 1 Ottobre 2020

Data di completamento 31 Dicembre 2023

Finanziato da

• Twinning of research institutions

Costo totale

€ 883 502,50

Contributo UE

€ 883 502,50

Coordinato da

UNIVERZITET U KRAGUJEVCU
Serbia

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

Documents, reports (6)

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

Websites, patent fillings, videos etc. (1)

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

Pubblicazioni

Book chapters (11)

Simulation of organ-on-a-chip systems

Autori: Filipovic, N., Nikolic, M., Sustersic, T.
Pubblicato in: Biomaterials for Organ and Tissue Regeneration – New Technologies and Future Prospects, 2020
Editore: Elsevier

Computational modeling of atherosclerosis

Autori: Nenad Filipovic
Pubblicato in: Computational Modeling in Bioengineering and Bioinformatics, 2019, Pagina/e 1-39
Editore: Elsevier

Computational modelling of dry powder inhalers for pulmonary drug delivery

Autori: Sustersic, T., Filipovic, N.
Pubblicato in: Computational Modeling in Bioengineering and Bioinformatics, 2020
Editore: Elsevier

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

Autori: Smiljana Djorovic, Nenad Filipovic
Pubblicato in: Computational Modeling in Bioengineering and Bioinformatics, 2019, Pagina/e 353-386
Editore: Elsevier

Aortic Dissection: Numerical Modeling, Virtual Surgery

Autori: Igor B. Saveljic, Nenad Filipovic
Pubblicato in: Computational Modeling in Bioengineering and Bioinformatics, 2019, Pagina/e 137-178
Editore: Elsevier

Numerical modeling of cell separation in microfluidic chips

Autori: Tijana Đukić, Nenad Filipovic
Pubblicato in: Computational Modeling in Bioengineering and Bioinformatics, 2019, Pagina/e 321-352
Editore: Elsevier

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

Autori: Milica Nikolic, Nenad Filipovic
Pubblicato in: Computational Modeling in Bioengineering and Bioinformatics, 2019, Pagina/e 105-135
Editore: Elsevier

ace Recognition Using Maxeler DataFlow, Exploring the DataFlow Supercomputing Paradigm

Autori: Tijana Sustersic, Aleksandra Vulovic, Nemanja Trifunovic, Ivan Milankovic, Nenad Filipovic
Pubblicato in: Exploring the DataFlow Supercomputing Paradigm, 2019, Pagina/e 171-196
Editore: Springer

Computer modeling of cochlea mechanics

Autori: Velibor Isailovic, Nenad Filipovic
Pubblicato in: Computational Modeling in Bioengineering and Bioinformatics, 2019, Pagina/e 289-319
Editore: Elsevier

The biomechanics of lower human extremities

Autori: Aleksandra Vulović, Nenad Filipovic
Pubblicato in: Computational Modeling in Bioengineering and Bioinformatics, 2019, Pagina/e 179-210
Editore: Elsevier

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

Autori: Nenad Filipovic, Zarko Milosevic, Igor Saveljic, Dalibor Nikolic, Milos Radovic
Pubblicato in: Biomaterials in Clinical Practice, 2018, Pagina/e 659-693, ISBN 978-3-319-68024-8
Editore: Springer International Publishing
DOI: 10.1007/978-3-319-68025-5_25

Peer reviewed articles (30)

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

Autori: T. Šušteršič, V. Ranković, V. Milovanović, V. Kovačević, L. Rasulić, N. Filipović
Pubblicato in: IEEE Journal of Biomedical and Health Informatics, 2022, ISSN 2168-2208
Editore: 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

Autori: Tijana Djukic, Igor Saveljic, Gualtiero Pelosi, Oberdan Parodi, Nenad Filipovic
Pubblicato in: Computer Methods and Programs in Biomedicine, 2021, Pagina/e 106196, ISSN 0169-2607
Editore: Elsevier BV
DOI: 10.1016/j.cmpb.2021.106196

Disease progression of hypertrophic cardiomyopathy: modeling using machine learning

Autori: 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
Pubblicato in: JMIR Medical Informatics, 2022, ISSN 2291-9694
Editore: PubMed
DOI: 10.2196/30483

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

Autori: Tijana Sustersic, Vesna Rankovic, Miodrag Peulic, Aleksandar Peulic
Pubblicato in: IEEE Journal of Biomedical and Health Informatics, Numero 24/1, 2020, Pagina/e 151-159, ISSN 2168-2194
Editore: 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

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

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

Autori: A. Vulović, J. Lamovec, S. Jaćimovski, N. Filipović
Pubblicato in: Tehnički vjesnik, 2022, ISSN 1846-6168
Editore: 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

Autori: Jordanski, M., Radovic, M., Milosevic, Z., Filipovic, N., Obradovic, Z.
Pubblicato in: IEEE Journal of Biomedical and Health Informatics, 2018, ISSN 2168-2208
Editore: IEEE
DOI: 10.1109/jbhi.2016.2639818

Development of SGABU Platform for Multiscale Modeling

Autori: J. Nikolić, A. Atanasijević, A. Živić, T. Šušteršič, M. Ivanović, N. Filipović
Pubblicato in: IPSI Transactions on Internet Research, 2022, ISSN 1820-4503
Editore: 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

Autori: Ignjatovic J, Sustersic T, Bodic A, Cvijic S, Djuris J, Rossi A, Dobricic V, Ibric S, Filipovic N
Pubblicato in: Pharmaceutics, Numero 13 (11), 2021, ISSN 1999-4923
Editore: 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

Autori: T. Djukic, M. Topalovic, N. Filipovic
Pubblicato in: Mathematics and Computers in Simulation, 2023, ISSN 0378-4754
Editore: Elsevier BV
DOI: 10.1016/j.matcom.2022.07.027

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

Autori: C. Hellmich, N. Ukaj, B. Smeets, H. van Oosterwyck, N. Filipović, L. Zelaya-Lainez, J. Kalliauer, S. Scheiner
Pubblicato in: Applied Mechanics Reviews, 2022, ISSN 0003-6900
Editore: ASME
DOI: 10.1115/1.4055032

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

Autori: V. Simic, M. Milosevic, V. Milicevic, N. Filipovic, M. Kojic
Pubblicato in: Technology and Health Care, 2022, ISSN 1878-7401
Editore: IOS Press BV

AI in Medical Imaging Informatics: Current Challenges and Future Directions

Autori: 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
Pubblicato in: IEEE Journal of Biomedical and Health Informatics, Numero 24/7, 2020, Pagina/e 1837-1857, ISSN 2168-2194
Editore: 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

Autori: 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.
Pubblicato in: Mol Cell Biochem., 2023, ISSN 1573-4919
Editore: Springer
DOI: 10.1007/s11010-023-04690-7

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

Autori: Vulović A., Šušteršič T., Cvijić S., Ibrić S., Filipović N.
Pubblicato in: European Journal of Pharmaceutical Sciences (EJPS), 2017, Pagina/e 171-184, ISSN 0928-0987
Editore: Elsevier BV
DOI: 10.1016/j.ejps.2017.10.022

Computational Modeling on Drugs Effects for Left Ventricle in Cardiomyopathy Disease

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

Fractional flow reserve-based patient risk classification

Autori: M. Stanojević Pirković, O. Pavić, F. Filipović, I. Saveljić, T. Geroski, T. Exarchos, N. Filipović
Pubblicato in: Diagnostics, 2023, ISSN 2075-4418
Editore: MDPI
DOI: 10.3390/diagnostics13213349

Modeling ischemia with finite elements and automated machine learning

Autori: Marko Robnik-Šikonja, Miloš Radović, Smiljana Đorović, Bojana Anđelković-Ćirković, Nenad Filipović
Pubblicato in: Journal of Computational Science, Numero 29, 2018, Pagina/e 99-106, ISSN 1877-7503
Editore: Elsevier BV
DOI: 10.1016/j.jocs.2018.09.017

Machine learning and physical based modeling for cardiac hypertrophy

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

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

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

Finite element analysis of a knee joint during jump

Autori: R. Radaković, A. Vulović, T. Exarchos, N. Filipović
Pubblicato in: Journal of the Serbian Society for Computational Mechanics, 2022, ISSN 1820-6530
Editore: 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

Autori: T. Geroski, D. G. Jakovljevic, N. Filipovic
Pubblicato in: Journal of Big Data, 2023, ISSN 0967-0912
Editore: Institute of Materials
DOI: 10.1186/s40537-023-00763-y

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

Autori: Tijana Djukic, Igor Saveljic, Nenad Filipovic
Pubblicato in: Computational Particle Mechanics, Numero 6/4, 2019, Pagina/e 767-780, ISSN 2196-4378
Editore: 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

Autori: E.H. Avdović, Ž. Milanović, D. Simijonović M., Antonijević, M. Milutinović, D. Nikodijević, N. Filipović, Z. Marković, R. Vojinović
Pubblicato in: Antioxidants, 2023, ISSN 2076-3921
Editore: MDPI
DOI: 10.3390/antiox12122070

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

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

Numerical Modeling of Particle Dynamics Inside a Dry Powder Inhaler

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

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

Autori: A. Milovanovic, I. Saveljic, N. Filipovic
Pubblicato in: Technology and health care, 2023, ISSN 1878-7401
Editore: IOS Press BV
DOI: 10.3233/thc-220435

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

Autori: 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
Pubblicato in: Computer Methods and Programs in Biomedicine, 2024, ISSN 0169-2607
Editore: 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

Autori: Tijana Šušteršič, Vladimir Milovanović, Vesna Ranković, Nenad Filipović
Pubblicato in: Computers in Biology and Medicine, Numero 125, 2020, Pagina/e 103978, ISSN 0010-4825
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.compbiomed.2020.103978

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

Autori: N. Milivojević, M.R. Carvalho, D. Caballero, S. Radisavljević, M. Radoićić, M. Živanović, C.S. Kundu, R.L. Reis, N. Filipović, J.M. Oliveira
Pubblicato in: Nanomedicine, 2024, ISSN 1748-6963
Editore: FSG
DOI: 10.2217/nnm-2023-0355

Conference proceedings (13)

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

Autori: Djukic T, Filipovic N
Pubblicato in: ICSSM 2021 Proceedings, 2021
Editore: Serbian Society of Mechanics
DOI: 10.5281/zenodo.6323621

Computational Finite Element Analysis of Aortic Root with Bicuspid Valve

Autori: Smiljana Tomasevic; Igor Saveljic; Lazar Velicki; Nenad Filipovic
Pubblicato in: Crossref, Numero 2, 2021
Editore: IEEE
DOI: 10.1109/bibe52308.2021.9635269

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

Autori: Aleksandra Vulovic; Giuseppe Filardo; Nenad Filipovic
Pubblicato in: Crossref, Numero 2, 2021
Editore: IEEE
DOI: 10.1109/bibe52308.2021.9635319

Simulation of Deployment of Multiple Stents Within Deformable Artery

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

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

Autori: Tijana Sustersic; Vesna Rankovic; Voiin Kovacevic; Vladimir Milovanovic; Lukas Rasulic; Nenad Filipovic
Pubblicato in: Crossref, Numero 2, 2021
Editore: IEEE
DOI: 10.1109/bibe52308.2021.9635305

Epidemiological forecasting of COVID-19 infection using deep learning approach

Autori: Andela Blagojevic; Tijana Sustersic; Nenad Filipovic
Pubblicato in: Crossref, Numero 1, 2021
Editore: IEEE
DOI: 10.1109/bibe52308.2021.9635289

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

Autori: Saveljic I, Macuzic Saveljic S, Nikolic D, Djukic T, Djorovic S, Lukic J, Filipovic N
Pubblicato in: ICSSM 2021 Proceedings, 2021
Editore: Serbian Society of Mechanics
DOI: 10.5281/zenodo.6323580

Calculation of femoral cortical bone elasticity modulus from computed tomography scans

Autori: Vulovic A, Filipovic N
Pubblicato in: ICSSM 2021 Proceedings, 2021
Editore: Serbian Society of Mechanics
DOI: 10.5281/zenodo.6323636

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

Autori: Milos Anic, Branko Arsic, Tijana Djukic, Smiljana Tomasevic, Branko Gakovic, Igor Koncar, Nenad Filipovic
Pubblicato in: 2023
Editore: University of Kragujevac
DOI: 10.5281/zenodo.10519120

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

Autori: Milivojevic N, Zivanovic M, Nikolic D, Jovanovic Z, Seklic D, Nikolic M, Filipovic N
Pubblicato in: ICSSM 2021 Proceedings, 2021
Editore: Serbian Society of Mechanics
DOI: 10.5281/zenodo.6323630

Numerical analysis of vibration effects on the lumbar spine

Autori: Igor Saveljic, Slavica Macuzic Saveljic, Nenad Filipovic
Pubblicato in: 2021 20th International Symposium INFOTEH-JAHORINA (INFOTEH), 2021, Pagina/e 1-4, ISBN 978-1-7281-8229-2
Editore: IEEE
DOI: 10.1109/infoteh51037.2021.9400660

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

Autori: Dalibor D. Nikolic; Dragan B. Sekulic; Danko Z. Milasinovic; Dragana S. Paunovic; Igor M. SekuliC; Igor B. Saveljic; Nenad D. Filipovic
Pubblicato in: Crossref, Numero 2, 2021
Editore: IEEE
DOI: 10.1109/bibe52308.2021.9635376

Automatic Curvature Analysis for Finely Interpolated Spinal Curves

Autori: Mihai Neghina; Radu Emanuil Petruse; Sasa Cukovic; Caliri Schiau; Nenad Filipovic
Pubblicato in: Crossref, Numero 2, 2021
Editore: IEEE
DOI: 10.1109/bibe52308.2021.9635424

Monographic books (1)

Computational modeling in bioengineering and bioinformatics

Autori: N Filipovic
Pubblicato in: 2019, ISBN 978-0-128-19583-3
Editore: Elsevier