Nenad Filipovic

147 papers C 75Journal 53Unranked 18

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Advancing in Silico Clinical Trials for Regulatory Adoption and Innovation. IEEE J. Biomed. Health Informatics Georgia S. Karanasiou, Elazer Edelman, François-Henri Boissel, Robert Byrne, Luca Emili, Martin Fawdry, Nenad Filipovic, David Flynn, Liesbet Geris, Alfons G. Hoekstra, Maria Cristina Jori, Ali Kiapour, Dejan Krsmanovic, Thierry Marchal, Flora Musuamba, Francesco Pappalardo, Lorenza Petrini, Markus Reiterer, Marco Viceconti, Klaus Zeier, Lampros K. Michalis, Dimitrios I. Fotiadis
2025	J	`jnl`	DECODE: An open-source cloud-based platform for the noninvasive management of peripheral artery disease. Comput. Methods Programs Biomed. Mohammed A. AboArab, Milos Anic, Vassiliki T. Potsika, Hassan Saeed, Manahil Zulfiqar, Andrzej Skalski, Elisabetta Stretti, Vassilis Kostopoulos, Spyridon Psarras, Giancarlo Pennati, Francesca Berti, Lemana Spahic, Leo Benolic, Nenad Filipovic, Dimitrios I. Fotiadis
2025	J	`jnl`	Enhancing COVID-19 disease severity classification through advanced transfer learning techniques and optimal weight initialization schemes. Biomed. Signal Process. Control. Tijana Geroski, Vesna Rankovic, Ognjen Pavic, Lazar Dasic, Marina Petrovic, Dragan Milovanovic, Nenad Filipovic
2025	C	`conf`	Evaluation of Medical Biomarkers in Machine Learning Models for Classification of Heart Failure with Preserved and Reduced Ejection Fraction. BIBE Lazar Dasic, Tijana Geroski, Ognjen Pavic, Andela Blagojevic, Bojana Bajic, Ilija Kamenko, Nenad Filipovic
2025	C	`conf`	Multi-Stage Classification Approach for Heart Failure Disease Diagnosis and Reduced Ejection Fraction Prediction. BIBE Ognjen Pavic, Lazar Dasic, Andela Blagojevic, Tijana Geroski, Nenad Filipovic
2025	J	`jnl`	STGAtt: A Spatial-Temporal Unified Graph Attention Network for Traffic Flow Forecasting. CoRR Zhuding Liang, Jianxun Cui, Qingshuang Zeng, Feng Liu, Nenad Filipovic, Tijana Geroski
2024	C	`conf`	A Short Overview of Left Ventricular Action Potential Simulations: Integrating Numerical Methods With Machine Learning. BIBE Bogdan Milicevic, Miljan Milosevic, Vladimir M. Milovanovic, Mina Vaskovic Jovanovic, Milos Kojic, Nenad Filipovic
2024	C	`conf`	AI-Driven Decision Support System for Heart Failure Diagnosis: INTELHEART Approach Towards Personalized Treatment Strategies. BIBE Smiljana Tomasevic, Andjela Blagojevic, Tijana Geroski, Gordana R. Jovicic, Bogdan Milicevic, Momcilo Prodanovic, Ilija Kamenko, Bojana Bajic, Stefan Simovic, Goran Davidovic, Dragana Ignjatovic Ristic, Andrej Preveden, Lazar U. Velicki, Arsen Ristic, Svetlana R. Apostolovic, Edin Dolicanin, Nenad Filipovic
2024	C	`conf`	Adventitia Segmentation on Superficial Femoral Artery Optical Coherence Tomography Images. BIBE Milos Anic, Sotiris Nikopoulos, Konstantinos Siaravas, Christos S. Katsouras, Vassiliki T. Potsika, Nenad Filipovic, Dimitrios I. Fotiadis
2024	C	`conf`	Application of Machine Learning in the Analysis of Gene Expression in Colorectal Cancer Cells Treated With Chemotherapeutics. BIBE Jelena Pavic, Marko Zivanovic, Ognjen Pavic, Katarina Virijevic, Tamara Mladenovic, Irena Tanaskovic, Nenad Filipovic
2024	C	`conf`	Biogenic Silver Nanoparticles Causes Cell Death by Inducing Oxidative Stress in MRC-5 Cell Line. BIBE Safi Ur Rehman Qamar, Jelena Kosaric, Marko Zivanovic, Nenad Filipovic
2024	C	`conf`	Biomimetic Natural Electrospun Gelatin Scaffolds for Skin Regeneration. BIBE Katarina Virijevic, Marko Zivanovic, Jelena Pavic, Tamara Mladenovic, Hilal Girgin OZ, Jana Bascarevic, Nenad Filipovic
2024	C	`conf`	Combining Lattice Boltzmann and Agent-Based Modeling to Model the Behavior of Cancer Cells In-Vitro. BIBE Tijana Djukic, Nevena Milivojevic Dimitrijevic, Marko Zivanovic, Nenad Filipovic
2024	J	`jnl`	SGABU computational platform for multiscale modeling: Bridging the gap between education and research. Comput. Methods Programs Biomed. Tijana Geroski, Orestis Gkaintes, Aleksandra Vulovic, Niketa Ukaj, Jorge Barrasa-Fano, Fernando Perez-Boerema, Bogdan Milicevic, Aleksandar Atanasijevic, Jelena Zivkovic, Andreja Zivic, Maria Roumpi, Themis P. Exarchos, Christian Hellmich, Stefan Scheiner, Hans Van Oosterwyck, Djordje G. Jakovljevic, Milos R. Ivanovic, Nenad Filipovic
2024	C	`conf`	Semantic Image Segmentation of Cell Volumes Using 3D U-Net Convolutional Neural Network. BIBE Lazar Dasic, Jorge Barrasa-Fano, Ognjen Pavic, Tijana Geroski, Apeksha Shapeti, Hans Van Oosterwyck, Vesna Rankovic, Nenad Filipovic
2024	J	`jnl`	SoftLungX: leveraging transfer learning with convolutional neural networks for accurate respiratory disease classification in chest X-ray images. J. Big Data Tijana Geroski, Ognjen Pavic, Lazar Dasic, Dragan Milovanovic, Marina Petrovic, Nenad Filipovic
2024	J	`jnl`	Software for optimized virtual stenting of patient-specific coronary arteries reconstructed from angiography images. Comput. Biol. Medicine Tijana Djukic, Smiljana Tomasevic, Igor Saveljic, Arso M. Vukicevic, Goran Stankovic, Nenad Filipovic
2024	C	`conf`	The Influence of Changes in Voltage and Flow Rate on the Diameter of Electrospun Nanofibers. BIBE Jana Bascarevic, Katarina Virijevic, Marko Zivanovic, Nenad Filipovic
2024	C	`conf`	Unsupervised Deep Learning Method for Cell Segmentation of Confocal Microscopy Images. BIBE Ognjen Pavic, Jorge Barrasa-Fano, Lazar Dasic, Tijana Geroski, Apeksha Shapeti, Hans Van Oosterwyck, Vesna Rankovic, Nenad Filipovic
2024	C	`conf`	Use of Bioinformatics to Extract Pharmacogenomic Information. BIBE Nevena Milivojevic Dimitrijevic, Ana Miric, Radun Vulovic, Marko Zivanovic, Nenad Filipovic
2024	C	`conf`	Virtual Coach Platform for Rehabilitation - Platform Overview and Its Assessment. BIBE Aleksandra Vulovic, Dorde Ilic, Filip Filipovic, Nenad Filipovic
2023	—	`conf`	Agent Based with Finite Element Method for Plaque Progression in the Carotid Artery. DSP Nenad Filipovic, Smiljana Tomasevic, Branko Arsic, Milos Anic, Tijana Djukic, Igor Koncar
2023	C	`conf`	Application of Neural Network in Prediction of Frequency Response of Drivers During Driving. BIBE Igor Saveljic, Slavica Macuzic Saveljic, Branko Arsic, Nenad Filipovic
2023	J	`jnl`	Big Data in multiscale modelling: from medical image processing to personalized models. J. Big Data Tijana Geroski, Djordje G. Jakovljevic, Nenad Filipovic
2023	J	`jnl`	Cardiac hypertrophy simulations using parametric and echocardiography-based left ventricle model with shell finite elements. Comput. Biol. Medicine Bogdan Milicevic, Miljan Milosevic, Vladimir Simic, Danijela Trifunovic, Goran Stankovic, Nenad Filipovic, Milos Kojic
2023	C	`conf`	Finite Element Analysis of Patient-Specific Heart Model with Simulated Aortic Stenosis. BIBE Smiljana Tomasevic, Igor Saveljic, Lazar U. Velicki, Themis P. Exarchos, Nenad Filipovic
2023	C	`conf`	Optimization of Physics-Informed Neural Networks for Efficient Surrogate Modeling of Huxley's Muscle Model in Multi-Scale Finite Element Simulations. BIBE Bogdan Milicevic, Milos R. Ivanovic, Boban S. Stojanovic, Miljan Milosevic, Vladimir M. Milovanovic, Milos Kojic, Nenad Filipovic
2023	J	`jnl`	Research in computing-intensive simulations for nature-oriented civil-engineering and related scientific fields, using machine learning and big data: an overview of open problems. J. Big Data Zoran Babovic, Branislav Bajat, Vladan Dokic, Filip Dordevic, Drazen Draskovic, Nenad Filipovic, Borko Furht, Nikola Gacic, Igor Ikodinovic, Marija Ilic, Ayhan Irfanoglu, Branislav Jelenkovic, Aleksandar Kartelj, Gerhard Klimeck, Nenad Korolija, Milos Kotlar, Milos Kovacevic, Vladan Kuzmanovic, Marko Marinkovic, Slobodan Markovic, Avi Mendelson, Veljko Milutinovic, Aleksandar Neskovic, Natasa Neskovic, Nenad S. Mitic, Bosko Nikolic, Konstantin Novoselov, Arun Prakash, Ivan Ratkovic, Zoran Stojadinovic, Andrey Ustyuzhanin, Stanislaw H. Zak
2023	J	`jnl`	Teaching computing for complex problems in civil engineering and geosciences using big data and machine learning: synergizing four different computing paradigms and four different management domains. J. Big Data Zoran Babovic, Branislav Bajat, Dusan Barac, Vesna Bengin, Vladan Dokic, Filip Dordevic, Drazen Draskovic, Nenad Filipovic, Stephan French, Borko Furht, Marija Ilic, Ayhan Irfanoglu, Aleksandar Kartelj, Milan Kilibarda, Gerhard Klimeck, Nenad Korolija, Milos Kotlar, Milos Kovacevic, Vladan Kuzmanovic, Jean-Marie Lehn, Dejan Madic, Marko Marinkovic, Miodrag M. Spalevic, Avi Mendelson, Fedor Mesinger, Gradimir V. Milovanovic, Veljko Milutinovic, Nenad S. Mitic, Aleksandar Neskovic, Natasa Neskovic, Bosko Nikolic, Konstantin Novoselov, Arun Prakash, Jelica Protic, Ivan Ratkovic, Diego Rios, Dan Shechtman, Zoran Stojadinovic, Andrey Ustyuzhanin, Stanislaw H. Zak
2023	C	`conf`	Transfer Learning with Deep Convolutional Neural Networks for Respiratory Disease Classification in X-Ray Images. BIBE Lazar Dasic, Ognjen Pavic, Tijana Geroski, Dragan Milovanovic, Marina Petrovic, Nenad Filipovic
2023	J	`jnl`	Validation of lattice Boltzmann based software for blood flow simulations in complex patient-specific arteries against traditional CFD methods. Math. Comput. Simul. Tijana Djukic, Marko D. Topalovic, Nenad Filipovic
2022	J	`jnl`	A Deep Learning Model for Automatic Detection and Classification of Disc Herniation in Magnetic Resonance Images. IEEE J. Biomed. Health Informatics Tijana Sustersic, Vesna Rankovic, Vladimir M. Milovanovic, Vojin Kovacevic, Lukas Rasulic, Nenad Filipovic
2022	J	`jnl`	Huxley muscle model surrogates for high-speed multi-scale simulations of cardiac contraction. Comput. Biol. Medicine Bogdan Milicevic, Milos R. Ivanovic, Boban S. Stojanovic, Miljan Milosevic, Milos Kojic, Nenad Filipovic
2022	—	`conf`	Integration of Surrogate Huxley Muscle Model into Finite Element Solver for Simulation of the Cardiac Cycle. EMBC Bogdan Milicevic, Vladimir Simic, Miljan Milosevic, Milos R. Ivanovic, Boban S. Stojanovic, Milos Kojic, Nenad Filipovic
2022	—	`conf`	MRI vs. US 3D computational models of carotid arteries: a proof-of-concept study. BHI Panagiotis K. Siogkas, Vassilis D. Tsakanikas, Antonis I. Sakellarios, Vassiliki T. Potsika, George Galyfos, Fragiska Sigala, Smiljana Tomasevic, Tijana Djukic, Nenad Filipovic, Igor Koncar, Dimitrios I. Fotiadis
2022	—	`conf`	Modeling of Plaque Progression in the Carotid Artery Using Coupled Agent Based with Finite Element Method. BHI Nenad Filipovic, Smiljana Tomasevic, Andjela Blagojevic, Branko Arsic, Milos Anic, Tijana Djukic
2022	J	`jnl`	Numerical modelling of WNT/β-catenin signal pathway in characterization of EMT of colorectal carcinoma cell lines after treatment with Pt(IV) complexes. Comput. Methods Programs Biomed. Dragana Seklic, Tijana Dukic, Dejan Milenkovic, Milena Jovanovic, Marko N. Zivanovic, Zoran Markovic, Nenad Filipovic
2022	J	`jnl`	SILICOFCM platform, multiscale modeling of left ventricle from echocardiographic images and drug influence for cardiomyopathy disease. Comput. Methods Programs Biomed. Nenad Filipovic, Tijana Sustersic, Miljan Milosevic, Bogdan Milicevic, Vladimir Simic, Momcilo Prodanovic, Srboljub Mijailovic, Milos Kojic
2022	J	`jnl`	The Automated Laplacean Demon: How ML Challenges Our Views on Prediction and Explanation. Minds Mach. Sanja Sreckovic, Andrea Berber, Nenad Filipovic
2021	C	`conf`	3D reconstruction and computational modeling of solid-fluid interaction in realistic heart model. BIBE Vladimir Simic, Miljan Milosevic, Igor Saveljic, Bogdan Milicevic, Nenad Filipovic, Milos Kojic
2021	C	`conf`	A Microfludic Platform as An In Vitro Model for Biomedical Experimentation - A Cell Migration Study. BIBE Nevena Milivojevic, David Caballero, Mariana R. Carvalho, Mihajlo Kokanovic, Marko Zivanovic, Nenad Filipovic, Rui Luís Reis, Joaquim Miguel Oliveira
2021	J	`jnl`	A machine learning-based risk stratification model for ventricular tachycardia and heart failure in hypertrophic cardiomyopathy. Comput. Biol. Medicine Tim Smole, Bojan Zunkovic, Matej Piculin, Enja Kokalj, Marko Robnik-Sikonja, Matjaz Kukar, Dimitrios I. Fotiadis, Vasileios C. Pezoulas, Nikolaos S. Tachos, Fausto Barlocco, Francesco Mazzarotto, Dejana Popovic, Lars Maier, Lazar U. Velicki, Guy A. MacGowan, Iacopo Olivotto, Nenad Filipovic, Djordje G. Jakovljevic, Zoran Bosnic
2021	J	`jnl`	A study on the accuracy and efficiency of the improved numerical model for stent implantation using clinical data. Comput. Methods Programs Biomed. Tijana Djukic, Igor Saveljic, Gualtiero Pelosi, Oberdan Parodi, Nenad Filipovic
2021	J	`jnl`	An algorithm for finding and adding boundary conditions with the aim of solving the contact problem in computational mechanics. Simul. Model. Pract. Theory Velibor Isailovic, Nenad Filipovic
2021	C	`conf`	Analysis of forces in knee joints of top football players and futsal players in different types of jumps. BIBE Radivoje Radakovic, Nikola Jankovic, Jelena Dimitrijevic, Natasa Zdravkovic Petrovic, Aleksandra Vulovic, Nenad Filipovic
2021	C	`conf`	Analysis of knee joint forces in different types of jumps of top futsal players at the beginning and at the end of the preparation period. BIBE Radivoje Radakovic, Sara Mijailovic, Natasa Zdravkovic Petrovic, Aleksandra Vulovic, Nenad Filipovic, Nebojsa Zdravkovic
2021	J	`jnl`	Artificial intelligence approach towards assessment of condition of COVID-19 patients - Identification of predictive biomarkers associated with severity of clinical condition and disease progression. Comput. Biol. Medicine Andela Blagojevic, Tijana Sustersic, Ivan Lorencin, Sandi Baressi Segota, Nikola Andelic, Dragan Milovanovic, Danijela Baskic, Dejan Baskic, Natasa Zdravkovic Petrovic, Predrag Sazdanovic, Zlatan Car, Nenad Filipovic
2021	C	`conf`	Automatic Curvature Analysis for Finely Interpolated Spinal Curves. BIBE Mihai Neghina, Radu Emanuil Petruse, Sasa Cukovic, Caliri Schiau, Nenad Filipovic
2021	C	`conf`	Brain-Heart Electromechanical Modeling. BIBE Nenad Filipovic, Christian Hellmich, Jasmina Isakovic
2021	C	`conf`	Calculation of blood flow in carotid artery bifurcation by turbulent finite element method. BIBE Aleksandar V. Nikolic, Marko D. Topalovic, Vladimir Simic, Nenad Filipovic
2021	C	`conf`	Comparative Assessment of Computational vs. In Vitro Methods for the Estimation of Dry Powders for Inhalation Emitted Fraction. BIBE Jelisaveta Ignjatovic, Tijana Sustersic, Sandra Cvijic, Aleksandar Bodic, Jelena Duris, Svetlana Ibric, Nenad Filipovic
2021	C	`conf`	Comparison of mechanical response of knee joint with healthy and damaged femoral cartilage. BIBE Aleksandra Vulovic, Giuseppe Filardo, Nenad Filipovic
2021	C	`conf`	Computational Finite Element Analysis of Aortic Root with Bicuspid Valve. BIBE Smiljana Tomasevic, Igor Saveljic, Lazar U. Velicki, Nenad Filipovic
2021	C	`conf`	Computational Modeling of Sarcomere Protein Mutations and Drug Effects on Cardiac Muscle Behavior. BIBE Momcilo Prodanovic, Boban S. Stojanovic, Danica Prodanovic, Nenad Filipovic, Srboljub M. Mijailovich
2021	C	`conf`	Computational model for simulation of left ventricle behaviour during heart beat. BIBE Miljan Milosevic, Bogdan Milicevic, Vladimir Simic, Vladimir Geroski, Nenad Filipovic, Milos Kojic
2021	C	`conf`	Cost-effectiveness analysis of in silico clinical trials of vascular stents. BIBE Marija Gacic, Milica Kaplarevic, Nenad Filipovic
2021	J	`jnl`	Deep learning segmentation of Primary Sjögren's syndrome affected salivary glands from ultrasonography images. Comput. Biol. Medicine Arso M. Vukicevic, Milos D. Radovic, Alen Zabotti, Vera Milic, Alojzija Hocevar, Sara Zandonella Callegher, Orazio De Lucia, Salvatore de Vita, Nenad Filipovic
2021	C	`conf`	Epidemiological forecasting of COVID-19 infection using deep learning approach. BIBE Andela Blagojevic, Tijana Sustersic, Nenad Filipovic
2021	C	`conf`	Estimation of Shear Stress Variation in Extracellular Matrix Caused by Duchenne Muscular Dystrophy. BIBE Momcilo Prodanovic, Danica Prodanovic, Boban S. Stojanovic, Nenad Filipovic, Gordana R. Jovicic, Srboljub M. Mijailovich
2021	C	`conf`	In-silico Research Platform in the Cloud - Performance and Scalability Analysis. BIBE Milos R. Ivanovic, Andreja Zivic, Nikolaos S. Tachos, George Gkois, Nenad Filipovic, Dimitrios I. Fotiadis
2021	C	`conf`	Inhibitory potency of Valsartan/Sacubitril drug combination: molecular docking simulations. BIBE Jelena Dorovic Jovanovic, Zoran Markovic, Mihajlo Kokanovic, Nenad Filipovic, Marijana Stanojevic Pirkovic
2021	C	`conf`	Machine Learning-based Image Processing in Support of Discus Hernia Diagnosis. BIBE Tijana Sustersic, Vesna Rankovic, Vojin Kovacevic, Vladimir M. Milovanovic, Lukas Rasulic, Nenad Filipovic
2021	C	`conf`	Numerical Simulation of Sedimentation Process using Mason-Weaver Equation. BIBE Milica M. Nikolic, Tijana Sustersic, Nenad Filipovic
2021	C	`conf`	Numerical modelling in assessment of different colorectal cancer cell lines behavior in treatment with cisplatin. BIBE Dragana Seklic, Tijana Djukic, Marko Zivanovic, Milena Jovanovic, Nenad Filipovic
2021	C	`conf`	Numerical simulation of fractional flow reserve in atherosclerotic coronary arteries. BIBE Igor Saveljic, Tijana Djukic, Dalibor Nikolic, Smiljana Djorovic, Nenad Filipovic
2021	C	`conf`	Parallelization of lattice Boltzmann software for execution on multi-GPU clusters with application to the simulation of blood flow through human arteries. BIBE Tijana Djukic, Nenad Filipovic
2021	C	`conf`	Scoring Primary Sjögren's syndrome affected salivary glands ultrasonography images by using deep learning algorithms. BIBE Arso M. Vukicevic, Alen Zabotti, Vera Milic, Alojzija Hocevar, Orazio De Lucia, Georgios Filippou, Athanasios G. Tzioufas, Salvatore de Vita, Nenad Filipovic
2021	C	`conf`	Semi-Automatic Left Ventricle Model Generation. BIBE Bogdan Milicevic, Miljan Milosevic, Vladimir Simic, Danijela Trifunovic, Nenad Filipovic, Milos Kojic
2021	C	`conf`	The Review of Materials for Energy Harvesting. BIBE Milos Anic, Momcilo Prodanovic, Strahinja Milenkovic, Nenad Filipovic, Nenad Grujovic, Fatima Zivic
2021	—	`conf`	The Ultimate DataFlow for Ultimate SuperComputers-on-a-Chip, for Scientific Computing, Geo Physics, Complex Mathematics, and Information Processing. MECO Veljko M. Milutinovic, Erfan Sadeqi Azer, Kristy Yoshimoto, Gerhard Klimeck, Miljan Djordjevic, Milos Kotlar, Miroslav Bojovic, Bozidar Miladinovic, Nenad Korolija, Stevan Stankovic, Nenad Filipovic, Zoran Babovic, Miroslav Kosanic, Akira Tsuda, Mateo Valero, Massimo De Santo, Erich J. Neuhold, Jelena Skorucak, Laura Dipietro, Ivan Ratkovic
2021	—	`conf`	Towards the development of a unified virtual population model in hypertrophic cardiomyopathy. BHI Grigoris I. Grigoriadis, Vasileios C. Pezoulas, Maria Roumpi, George Gkois, Nikolaos S. Tachos, Momcilo Prodanovic, Danica Prodanovic, Boban S. Stojanovic, Srboljub M. Mijailovich, Nenad Filipovic, Dimitrios I. Fotiadis
2021	J	`jnl`	Turbulent finite element model applied for blood flow calculation in arterial bifurcation. Comput. Methods Programs Biomed. Aleksandar V. Nikolic, Marko D. Topalovic, Vladimir Simic, Nenad Filipovic
2020	J	`jnl`	A cloud-based platform for the non-invasive management of coronary artery disease. Enterp. Inf. Syst. Antonis I. Sakellarios, Joao Correia, Savvas K. Kyriakidis, Elena Georga, Nikolaos S. Tachos, Panagiotis K. Siogkas, Francisco Sans, Paolo Stofella, Valiani Massimiliano, Alberto Clemente, Silvia Rocchiccioli, Gualtiero Pelosi, Nenad Filipovic, Dimitrios I. Fotiadis
2020	J	`jnl`	A comparison of classifiers in biomedical signal processing as a decision support system in disc hernia diagnosis. Comput. Biol. Medicine Tijana Sustersic, Vladimir M. Milovanovic, Vesna Rankovic, Nenad Filipovic
2020	J	`jnl`	Designing interoperable telehealth platforms: bridging IoT devices with cloud infrastructures. Enterp. Inf. Syst. Kostas M. Tsiouris, Dimitrios A. Gatsios, Vassilios D. Tsakanikas, Athanasios A. Pardalis, Ioannis N. Kouris, Thelma Androutsou, Marilena Tarousi, Natasa Vujnovic Sedlar, Iason Somarakis, Fariba Mostajeran, Nenad Filipovic, Harm op den Akker, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis
2020	—	`conf`	In-Silico Clinical Trials as a New Paradigm in Medicine. MECO Nenad Filipovic
2020	J	`jnl`	Radiomics-Based Assessment of Primary Sjögren's Syndrome From Salivary Gland Ultrasonography Images. IEEE J. Biomed. Health Informatics Arso M. Vukicevic, Nenad Filipovic, Vera Milic, Alen Zabotti, Alojzija Hocevar, Orazio De Lucia, Georgios Filippou, Alejandro F. Frangi, Athanasios G. Tzioufas, Salvatore de Vita
2020	C	`conf`	Validation of the machine learning approach for 3D reconstruction of carotid artery from ultrasound imaging. BIBE Tijana Djukic, Branko Arsic, Smiljana Djorovic, Nenad Filipovic, Igor Koncar
2019	C	`conf`	Correlation of Vertebral Absolute Axial Rotations in CAD 3D Models of Adolescent Idiopathic Scoliosis Non-Invasively Diagnosed. BIBE Sasa Cukovic, Vanja Lukovic, William R. Taylor, Wolfgang Birkfellner, Radu Emanuil Petruse, Nenad Filipovic
2019	C	`conf`	Development of a user-Friendly Application for DICOM Image Segmentation and 3D Visualization of a Brain Tumor. BIBE Tijana Sustersic, Vesna Rankovic, Nenad Filipovic
2019	C	`conf`	Image Segmentation of the Pulmonary Acinus Imaged by Synchrotron X-Ray Tomography. BIBE Branko Arsic, Mihailo Obrenovic, Milos Anic, Akira Tsuda, Nenad Filipovic
2019	J	`jnl`	Numerical simulation of stent deployment within patient-specific artery and its validation against clinical data. Comput. Methods Programs Biomed. Tijana Djukic, Igor Saveljic, Gualtiero Pelosi, Oberdan Parodi, Nenad Filipovic
2019	C	`conf`	Simulation of Deployment of Multiple Stents Within Deformable Artery. BIBE Tijana Djukic, Igor Saveljic, Gualtiero Pelosi, Oberdan Parodi, Nenad Filipovic
2019	C	`conf`	Smeared Finite Element Model of Heart Wall: Electrophysiology Coupled with Muscle Mechanics. BIBE Milos Kojic, Miljan Milosevic, Vladimir Simic, Bogdan Milicevic, Vladimir Geroski, Nenad Filipovic
2019	J	`jnl`	Smeared multiscale finite element model for electrophysiology and ionic transport in biological tissue. Comput. Biol. Medicine Milos Kojic, Miljan Milosevic, Vladimir Simic, Vladimir Geroski, Arturas Ziemys, Nenad Filipovic, Mauro Ferrari
2019	J	`jnl`	The Influence of Social Capital on Knowledge Management Maturity of Nonprofit Organizations - Predictive Modelling Based on a Multilevel Analysis. IEEE Access Radmila Mikovic, Branko Arsic, Dorde Gligorijevic, Marija Gacic, Dejan Petrovic, Nenad Filipovic
2018	—	`conf`	A Clinical Decision Support Platform for the Risk Stratification, Diagnosis, and Prediction of Coronary Artery Disease Evolution. EMBC Antonis I. Sakellarios, Panagiotis K. Siogkas, Eleni I. Georga, Nikolaos S. Tachos, Vassiliki Kigka, Panagiota Tsompou, Ioannis O. Andrikos, Georgia S. Karanasiou, Silvia Rocchiccioli, Joao Correia, Gualtiero Pelosi, Paolo Stofella, Nenad Filipovic, Oberdan Parodi, Dimitrios I. Fotiadis
2018	J	`jnl`	Comparison of Different Neural Network Training Algorithms with Application to Face Recognition. EAI Endorsed Trans. Ind. Networks Intell. Syst. Aleksandra Vulovic, Tijana Sustersic, Aleksandar Peulic, Nenad Filipovic, Vesna Rankovic
2018	J	`jnl`	Computational Analysis of Blood Flow Characteristics in an Aortic System with Abdominal and Left Common Iliac Aneurysm Pre- and Post-Stent Grafting. EAI Endorsed Trans. Pervasive Health Technol. Smiljana Djorovic, Igor Koncar, Lazar Davidovic, Strahinja Starcevic, Nenad Filipovic
2018	J	`jnl`	Fractional Flow Reserve: Comparison between Invasive and Non-invasive Methods for Calculation of FFR. EAI Endorsed Trans. Pervasive Health Technol. Strahinja Starcevic, Smiljana Djorovic, Nenad Filipovic
2018	J	`jnl`	Machine Learning Approach for Predicting Wall Shear Distribution for Abdominal Aortic Aneurysm and Carotid Bifurcation Models. IEEE J. Biomed. Health Informatics Milos Jordanski, Milos D. Radovic, Zarko Milosevic, Nenad Filipovic, Zoran Obradovic
2018	J	`jnl`	Modeling ischemia with finite elements and automated machine learning. J. Comput. Sci. Marko Robnik-Sikonja, Milos D. Radovic, Smiljana Dorovic, Bojana R. Andjelkovic Cirkovic, Nenad Filipovic
2018	J	`jnl`	Parallelization of the numerical simulation of motion of deformable objects within fluid domain on a GPU device. EAI Endorsed Trans. Pervasive Health Technol. Tijana Djukic, Nenad Filipovic
2018	—	`ed.`	Pervasive Computing Paradigms for Mental Health - Selected Papers from MindCare 2016 [Barcelona, Spain, November 28-29, 2016], Fabulous 2016 [Belgrade, Serbia, October 24-26, 2016], and IIoT 2015 MindCare/Fabulous Nuria Oliver, Silvia Serino, Aleksandar Matic, Pietro Cipresso, Nenad Filipovic, Liljana Gavrilovska
2018	J	`jnl`	Three-Dimensional Computer Model of Benign Paroxysmal Positional Vertigo in the Semi-Circular Canal. EAI Endorsed Trans. Pervasive Health Technol. Zarko Milosevic, Igor Saveljic, Dalibor Nikolic, Nebojsa Zdravkovic, Nenad Filipovic, Neda Vidanovic
2017	—	`conf`	Assessment of Machine Learning Algorithms for the Purpose of Primary Sjögren's Syndrome Grade Classification from Segmented Ultrasonography Images. FABULOUS Arso M. Vukicevic, Alen Zabotti, Salvatore de Vita, Nenad Filipovic
2017	C	`conf`	Comparative Finite Element Analysis of Patient-Specific Tricuspid and Bicuspid Aortic Valve. BIBE Smiljana Djorovic, Nenad Filipovic, Aleksandar Milosavljevic, Lazar U. Velicki
2017	C	`conf`	Coupled Computer Modeling of Atherosclerosis Development in the Coronary Arteries. BIBE Velibor Isailovic, Zarko Milosevic, Dalibor Nikolic, Igor Saveljic, Milica M. Nikolic, Marija Gacic, Bojana R. Cirkovic-Andjelkovic, Themis P. Exarchos, Dimitrios I. Fotiadis, Gualtiero Pelosi, Oberdan Parodi, Nenad Filipovic
2017	C	`conf`	Effect of Circulation Chamber Dimensions on Aerosol Delivery Efficiency of a Commercial Dry Powder Inhaler Aerolizer®. BIBE Tijana Tuteric, Aleksandra Vulovic, Sandra Cvijic, Svetlana Ibric, Nenad Filipovic
2017	C	`conf`	Finite Element Analysis of Femoral Implant Under Static Load. BIBE Aleksandra Vulovic, Tijana Sustersic, Nenad Filipovic
2017	J	`jnl`	Minimum redundancy maximum relevance feature selection approach for temporal gene expression data. BMC Bioinform. Milos D. Radovic, Mohamed F. Ghalwash, Nenad Filipovic, Zoran Obradovic
2017	—	`conf`	Prediction of Coronary Plaque Progression Using Data Driven Approach. FABULOUS Bojana R. Andjelkovic Cirkovic, Velibor Isailovic, Dalibor Nikolic, Igor Saveljic, Oberdan Parodi, Nenad Filipovic
2016	—	`conf`	Assessment of Mechanical Stiffness of Jumping Using Force Plate. MindCare/Fabulous Nikola Mijailovic, Radivoje Radakovic, Aleksandar Peulic, Neda Vidanovic, Djordje Dimitrijevic, Nenad Filipovic
2016	J	`jnl`	Automated development of artificial neural networks for clinical purposes: Application for predicting the outcome of choledocholithiasis surgery. Comput. Biol. Medicine Arso M. Vukicevic, Miroslav M. Stojadinovic, Milos D. Radovic, Milena Djordjevic, Bojana R. Andjelkovic Cirkovic, Tomislav Pejovic, Gordana R. Jovicic, Nenad Filipovic
2016	—	`conf`	Biomechanical Model for Detection of Vertigo Disease. IIKI Nenad Filipovic, Zarko Milosevic, Igor Saveljic, Dalibor Nikolic, Nebojsa Zdravkovic, Anton Kos
2016	—	`conf`	FPGA Implementation of Face Recognition Algorithm. MindCare/Fabulous Tijana Sustersic, Aleksandra Vulovic, Nenad Filipovic, Aleksandar Peulic
2016	—	`conf`	Middle and inner ear modelling: From microCT images to 3D reconstruction and coupling of models. EMBC Nikolaos S. Tachos, Antonis I. Sakellarios, George Rigas, Velibor Isailovic, Guangjian Ni, Frank Böhnke, Nenad Filipovic, Thanos Bibas, Dimitrios I. Fotiadis
2015	C	`conf`	A fuzzy model for supporting the diagnosis of lumbar disc herniation. BIBE Vesna Rankovic, Ivan Milankovic, Miodrag Peulic, Nenad Filipovic, Aleksandar Peulic
2015	C	`conf`	Acceleration of image filtering algorithms for 3D visualization of murine lungs using dataflow engines. BIBE Ivan Milankovic, Aleksandar Peulic, Alexandra B. Ysasi, Willi L. Wagner, Andreas M. Pabst, Maximilian Ackermann, Jan Houdek, Sonja Föhst, Steven J. Mentzer, Moritz A. Konerding, Nenad Filipovic, Akira Tsuda
2015	C	`conf`	Application of active contours method in assessment of optimal approach trajectory to brain tumor. BIBE Tijana Sustersic, Miodrag Peulic, Nenad Filipovic, Aleksandar Peulic
2015	J	`jnl`	Assessment of Knee Cartilage Stress Distribution and Deformation Using Motion Capture System and Wearable Sensors for Force Ratio Detection. Comput. Math. Methods Medicine Nikola Mijailovic, Radun Vulovic, Ivan Milankovic, Radivoje Radakovic, Nenad Filipovic, Aleksandar Peulic
2015	C	`conf`	Assessment of bone stress intensity factor using artificial neural networks. BIBE Arso M. Vukicevic, Gordana R. Jovicic, Nebojsa Jovicic, Zarko Milosevic, Nenad Filipovic
2015	C	`conf`	Computational modeling of plaque progression in coronary arteries. BIBE Milos D. Radovic, Velibor Isailovic, Igor Saveljic, Zarko Milosevic, Dalibor Nikolic, Themis P. Exarchos, Dimitrios I. Fotiadis, Oberdan Parodi, Nenad Filipovic
2015	C	`conf`	Computational simulation of blood flow in a DeBakey type I aortic dissection. BIBE Smiljana Djorovic, Nenad Filipovic, Vladislava Stojic, Lazar U. Velicki
2015	C	`conf`	Computer modeling of semicircular canals in the vestibular system. BIBE Zarko Milosevic, Dalibor Nikolic, Igor Saveljic, Milos D. Radovic, Velibor Isailovic, Nebojsa Zdravkovic, Nenad Filipovic
2015	C	`conf`	Effects of ruptured anterior cruciate ligament and medial meniscectomy on stress distribution of human knee joint at full extension. BIBE Aleksandra Vulovic, Nenad Filipovic, Branko Ristic
2015	C	`conf`	Fractional flow reserve: A predictive model with reconstructed geometry of coronary arteries. BIBE Strahinja Starcevic, Nenad Filipovic, Nikola Jagic, Nikola Jankovic, Lazar U. Velicki
2015	C	`conf`	Hybrid SPECT/MSCT 3D computational preoperative simulation in breast cancer surgery. BIBE Dalibor Nikolic, Milovan Matovic, Marija Jeremic, Aleksandar M. Cvetkovic, Srdjan M. Ninkovic, Milos Kojic, Nenad Filipovic
2015	C	`conf`	Intraluminal thrombus asymmetrical deposition in ruptured and symptomatic abdominal aortic aneurysm. BIBE Igor Koncar, Milos Sladojevic, Dalibor Nikolic, Zarko Milosevic, Marko Dragas, I. Banzic, Miroslav Markovic, Nenad Filipovic, Lazar Davidovic
2015	C	`conf`	Mathematical modeling of ATP release in response to mechanical stimulation of chondrogenic cells. BIBE Ivana Gadjanski, Nenad Filipovic
2015	C	`conf`	Metal-enhanced radiotherapy: Gold nanoparticles and beyond. BIBE Branislav Jeremic, Nenad Filipovic, Francese Casas, Nikola Cihoric, Tijana Djukic
2015	C	`conf`	Modeling of radiation dose of human head during CT scanning using neural networks. BIBE Jasna Radulovic, Nikola Mijailovic, Vesna Rankovic, Miroslav Trajanovic, Nenad Filipovic
2015	C	`conf`	Numerical modeling of behavior of cancer cells after electroporation. BIBE Tijana Djukic, Danijela Cvetkovic, Milos D. Radovic, Marko Zivanovic, Nenad Filipovic
2015	C	`conf`	Numerical simulation of behavior of red blood cells and cancer cells in complex geometrical domains. BIBE Tijana Djukic, Nenad Filipovic
2015	C	`conf`	The reliability of motion analysis of elite soccer players during match measured by the Tracking Motion software system. BIBE Radivoje Radakovic, Milivoj Dopsaj, Radun Vulovic, Bojan Leontijevic, Nikola Mijailovic, Nenad Filipovic
2015	C	`conf`	Using force plate, computer simulation and image alignment in jumping analysis. BIBE Nikola Mijailovic, Radivoje Radakovic, Aleksandar Peulic, Ivan Milankovic, Nenad Filipovic
2014	C	`conf`	Computer Simulation of Hot Caloric Test Response in the Three Semicircular Canal. BIBE Nenad Filipovic, Igor Saveljic, Zarko Milosevic
2014	J	`jnl`	Modeling of liver metastatic disease with applied drug therapy. Comput. Methods Programs Biomed. Nenad Filipovic, Tijana Djukic, Igor Saveljic, Petar Milenkovic, Gordana R. Jovicic, Marija Djuric
2014	J	`jnl`	Prediction of coronary plaque location on arteries having myocardial bridge, using finite element models. Comput. Methods Programs Biomed. Dalibor Nikolic, Milos D. Radovic, Srdan Aleksandric, Miloje Tomasevic, Nenad Filipovic
2013	C	`conf`	Application of data mining algorithms for mammogram classification. BIBE Milos D. Radovic, Marina Djokovic, Aleksandar Peulic, Nenad Filipovic
2013	J	`jnl`	Biomechanical modeling of knee for specific patients with chronic anterior cruciate ligament injury. Comput. Sci. Inf. Syst. Nenad Filipovic, Velibor Isailovic, Dalibor Nikolic, Aleksandar Peulic, Nikola Mijailovic, Suzana Petrovic, Sasa Cukovic, Radun Vulovic, Aleksandar Matic, Nebojsa Zdravkovic, Goran Devedzic, Branko Ristic
2013	J	`jnl`	Computer simulation of three-dimensional plaque formation and progression in the carotid artery. Medical Biol. Eng. Comput. Nenad Filipovic, Zhongzhao Teng, Milos D. Radovic, Igor Saveljic, Dimitrios I. Fotiadis, Oberdan Parodi
2013	C	`conf`	Modeling atherosclerotic plaque growth: A case report based on a 3D geometry of left coronary arterial tree from computed tomography. BIBE Antonis I. Sakellarios, Panagiotis K. Siogkas, Lambros S. Athanasiou, Themis P. Exarchos, Michail I. Papafaklis, Christos V. Bourantas, Katerina K. Naka, Dimitra Iliopoulou, Lampros K. Michalis, Nenad Filipovic, Oberdan Parodi, Dimitrios I. Fotiadis
2013	J	`jnl`	Modeling of arterial stiffness using variations of pulse transit time. Comput. Sci. Inf. Syst. Aleksandar Peulic, Natasa Milojevic, Emil Jovanov, Milos D. Radovic, Igor Saveljic, Nebojsa Zdravkovic, Nenad Filipovic
2013	—	`conf`	Three-dimensional modeling of oxidized-LDL accumulation and HDL mass transport in a coronary artery: A proof-of-concept study for predicting the region of atherosclerotic plaque development. EMBC Antonis I. Sakellarios, Panagiotis K. Siogkas, Lambros S. Athanasiou, Themis P. Exarchos, Michail I. Papafaklis, Christos V. Bourantas, Katerina K. Naka, Lampros K. Michalis, Nenad Filipovic, Oberdan Parodi, Dimitrios I. Fotiadis
2013	C	`conf`	Towards a semantic representation for multi-scale finite element biosimulation experiments. BIBE André Freitas, Margaret Jones, Kartik Asooja, Christos Bellos, Steve J. Elliott, Stefan Stenfelt, Panagiotis Hasapis, Christos Georgousopoulos, Torsten Marquardt, Nenad Filipovic, Stefan Decker, Ratnesh Sahay
2013	J	`jnl`	Virtual reality aided visualization of fluid flow simulations with application in medical education and diagnostics. Comput. Biol. Medicine Tijana Djukic, Vesna Mandic, Nenad Filipovic
2012	J	`jnl`	ARTreat Project: Three-Dimensional Numerical Simulation of Plaque Formation and Development in the Arteries. IEEE Trans. Inf. Technol. Biomed. Nenad Filipovic, Mirko Rosic, Irena Tanaskovic, Zarko Milosevic, Dalibor Nikolic, Nebojsa Zdravkovic, Aleksandar Peulic, Milos Kojic, Dimitrios I. Fotiadis, Oberdan Parodi
2012	J	`jnl`	Multiscale Modeling of Circular and Elliptical Particles in Laminar Shear Flow. IEEE Trans. Biomed. Eng. Nenad Filipovic, Velibor Isailovic, Tijana Djukic, Mauro Ferrari, Milos Kojic
2012	—	`conf`	Patient specific multiscale modelling for plaque formation and progression. EMBC Themis P. Exarchos, Antonis I. Sakellarios, Panagiotis K. Siogkas, Dimitrios I. Fotiadis, Zarko Milosevic, Dalibor Nikolic, Nenad Filipovic, Paolo Marraccini, Federico Vozzi, Oberdan Parodi
2012	J	`jnl`	Patient-Specific Prediction of Coronary Plaque Growth From CTA Angiography: A Multiscale Model for Plaque Formation and Progression. IEEE Trans. Inf. Technol. Biomed. Oberdan Parodi, Themis P. Exarchos, Paolo Marraccini, Federico Vozzi, Zarko Milosevic, Dalibor Nikolic, Antonis I. Sakellarios, Panagiotis K. Siogkas, Dimitrios I. Fotiadis, Nenad Filipovic
2011	—	`conf`	Computer simulation and experimental analysis of LDL transport in the arteries. EMBC Nenad Filipovic, Mirko Rosic, Irena Tanaskovic, Oberdan Parodi, Dimitris I. Fotiadis
2011	J	`jnl`	Hemodynamic Flow Modeling Through an Abdominal Aorta Aneurysm Using Data Mining Tools. IEEE Trans. Inf. Technol. Biomed. Nenad Filipovic, Milos R. Ivanovic, Damjan Krstajic, Milos Kojic
2011	J	`jnl`	Impact of aortic repair based on flow field computer simulation within the thoracic aorta. Comput. Methods Programs Biomed. Nenad Filipovic, Danko Z. Milasinovic, Nebojsa Zdravkovic, Dittmar Böckler, Hendrik von Tengg-Kobligk
2011	—	`conf`	Mining data from CFD simulation for aneurysm and carotid bifurcation models. EMBC Milos D. Radovic, Dejan Petrovic, Nenad Filipovic
2011	J	`jnl`	Multiscale - Patient-Specific Artery and Atherogenesis Models. IEEE Trans. Biomed. Eng. Panagiotis K. Siogkas, Antonis I. Sakellarios, Themis P. Exarchos, Lambros S. Athanasiou, Evaggelos Karvounis, Kostas A. Stefanou, Evangelos Fotiou, Dimitrios I. Fotiadis, Katerina K. Naka, Lampros K. Michalis, Nenad Filipovic, Oberdan Parodi
2011	J	`jnl`	Numerical Model Assessment of Radial-Well Aging. J. Comput. Civ. Eng. M. Dimkic, Milenko Pusic, Dragan Vidovic, Velibor Isailovic, B. Majkic, Nenad Filipovic