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Nenad D. Filipovic
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2020 – today
- 2024
[j57]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:
SGABU computational platform for multiscale modeling: Bridging the gap between education and research. Comput. Methods Programs Biomed. 243: 107935 (2024)- 2023
- [j56]Bogdan Milicevic, Miljan Milosevic, Vladimir Simic, Danijela Trifunovic, Goran Stankovic, Nenad Filipovic, Milos Kojic:
Cardiac hypertrophy simulations using parametric and echocardiography-based left ventricle model with shell finite elements. Comput. Biol. Medicine 157: 106742 (2023) - [j55]Tijana Geroski, Djordje G. Jakovljevic, Nenad Filipovic:
Big Data in multiscale modelling: from medical image processing to personalized models. J. Big Data 10(1): 72 (2023) - [j54]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 Mitic, Bosko Nikolic, Konstantin Novoselov, Arun Prakash, Ivan Ratkovic, Zoran Stojadinovic, Andrey Ustyuzhanin, Stanislaw H. Zak:
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 10(1): 73 (2023) - [j53]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 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:
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 10(1): 89 (2023) - [j52]Tijana Djukic, Marko D. Topalovic, Nenad Filipovic:
Validation of lattice Boltzmann based software for blood flow simulations in complex patient-specific arteries against traditional CFD methods. Math. Comput. Simul. 203: 957-976 (2023) - [c92]Lazar Dasic, Ognjen Pavic, Tijana Geroski, Dragan Milovanovic, Marina Petrovic, Nenad Filipovic:
Transfer Learning with Deep Convolutional Neural Networks for Respiratory Disease Classification in X-Ray Images. BIBE 2023: 176-180 - [c91]Smiljana Tomasevic, Igor Saveljic, Lazar U. Velicki, Themis P. Exarchos, Nenad Filipovic:
Finite Element Analysis of Patient-Specific Heart Model with Simulated Aortic Stenosis. BIBE 2023: 315-319 - [c90]Igor Saveljic, Slavica Macuzic Saveljic, Branko Arsic, Nenad Filipovic:
Application of Neural Network in Prediction of Frequency Response of Drivers During Driving. BIBE 2023: 452-456 - [c89]Bogdan Milicevic, Milos R. Ivanovic, Boban S. Stojanovic, Miljan Milosevic, Vladimir M. Milovanovic, Milos Kojic, Nenad Filipovic:
Optimization of Physics-Informed Neural Networks for Efficient Surrogate Modeling of Huxley's Muscle Model in Multi-Scale Finite Element Simulations. BIBE 2023: 457-461 - [c88]Nenad Filipovic, Smiljana Tomasevic, Branko Arsic, Milos Anic, Tijana Djukic, Igor Koncar:
Agent Based with Finite Element Method for Plaque Progression in the Carotid Artery. DSP 2023: 1-5 - 2022
- [j51]Bogdan Milicevic, Milos R. Ivanovic, Boban S. Stojanovic, Miljan Milosevic, Milos Kojic, Nenad Filipovic:
Huxley muscle model surrogates for high-speed multi-scale simulations of cardiac contraction. Comput. Biol. Medicine 149: 105963 (2022) - [j50]Dragana Seklic, Tijana Dukic, Dejan A. Milenkovic, Milena Jovanovic, Marko N. Zivanovic, Zoran Markovic, Nenad Filipovic:
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. 226: 107158 (2022) - [j49]Nenad Filipovic, Tijana Sustersic, Miljan Milosevic, Bogdan Milicevic, Vladimir Simic, Momcilo Prodanovic, Srboljub Mijailovic, Milos Kojic:
SILICOFCM platform, multiscale modeling of left ventricle from echocardiographic images and drug influence for cardiomyopathy disease. Comput. Methods Programs Biomed. 227: 107194 (2022) - [j48]Sanja Sreckovic, Andrea Berber, Nenad Filipovic:
The Automated Laplacean Demon: How ML Challenges Our Views on Prediction and Explanation. Minds Mach. 32(1): 159-183 (2022) - [j47]Tijana Sustersic, Vesna Rankovic, Vladimir M. Milovanovic, Vojin Kovacevic, Lukas Rasulic, Nenad Filipovic:
A Deep Learning Model for Automatic Detection and Classification of Disc Herniation in Magnetic Resonance Images. IEEE J. Biomed. Health Informatics 26(12): 6036-6046 (2022) - [c87]Nenad Filipovic, Smiljana Tomasevic, Andjela Blagojevic, Branko Arsic, Milos Anic, Tijana Djukic:
Modeling of Plaque Progression in the Carotid Artery Using Coupled Agent Based with Finite Element Method. BHI 2022: 1-4 - [c86]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:
MRI vs. US 3D computational models of carotid arteries: a proof-of-concept study. BHI 2022: 1-4 - [c85]Bogdan Milicevic, Vladimir Simic, Miljan Milosevic, Milos R. Ivanovic, Boban S. Stojanovic, Milos Kojic, Nenad Filipovic:
Integration of Surrogate Huxley Muscle Model into Finite Element Solver for Simulation of the Cardiac Cycle. EMBC 2022: 3943-3946 - 2021
- [j46]Arso M. Vukicevic, Milos D. Radovic, Alen Zabotti, Vera Milic, Alojzija Hocevar, Sara Zandonella Callegher, Orazio De Lucia, Salvatore de Vita, Nenad Filipovic:
Deep learning segmentation of Primary Sjögren's syndrome affected salivary glands from ultrasonography images. Comput. Biol. Medicine 129: 104154 (2021) - [j45]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:
A machine learning-based risk stratification model for ventricular tachycardia and heart failure in hypertrophic cardiomyopathy. Comput. Biol. Medicine 135: 104648 (2021) - [j44]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:
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 138: 104869 (2021) - [j43]Tijana Djukic, Igor Saveljic, Gualtiero Pelosi, Oberdan Parodi, Nenad Filipovic:
A study on the accuracy and efficiency of the improved numerical model for stent implantation using clinical data. Comput. Methods Programs Biomed. 207: 106196 (2021) - [j42]Danko Z. Milasinovic, Dragan B. Sekulic, Dalibor D. Nikolic, Arso M. Vukicevic, Aleksandar P. Tomic, Uros M. Miladinovic, Dragana S. Paunovic, Nenad D. Filipovic:
Virtual ABI: A computationally derived ABI index for noninvasive assessment of femoro-popliteal bypass surgery outcome. Comput. Methods Programs Biomed. 208: 106242 (2021) - [j41]Aleksandar V. Nikolic, Marko D. Topalovic, Vladimir Simic, Nenad Filipovic:
Turbulent finite element model applied for blood flow calculation in arterial bifurcation. Comput. Methods Programs Biomed. 209: 106328 (2021) - [j40]Velibor Isailovic, Nenad Filipovic:
An algorithm for finding and adding boundary conditions with the aim of solving the contact problem in computational mechanics. Simul. Model. Pract. Theory 108: 102247 (2021) - [c84]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:
Towards the development of a unified virtual population model in hypertrophic cardiomyopathy. BHI 2021: 1-4 - [c83]Milos Anic, Momcilo Prodanovic, Strahinja Milenkovic, Nenad Filipovic, Nenad Grujovic, Fatima Zivic:
The Review of Materials for Energy Harvesting. BIBE 2021: 1-6 - [c82]Andela Blagojevic, Tijana Sustersic, Nenad Filipovic:
Epidemiological forecasting of COVID-19 infection using deep learning approach. BIBE 2021: 1-5 - [c81]Tijana Djukic, Nenad Filipovic:
Parallelization of lattice Boltzmann software for execution on multi-GPU clusters with application to the simulation of blood flow through human arteries. BIBE 2021: 1-6 - [c80]Nenad Filipovic, Christian Hellmich, Jasmina Isakovic:
Brain-Heart Electromechanical Modeling. BIBE 2021: 1-5 - [c79]Marija Gacic, Milica Kaplarevic, Nenad Filipovic:
Cost-effectiveness analysis of in silico clinical trials of vascular stents. BIBE 2021: 1-5 - [c78]Jelisaveta Ignjatovic, Tijana Sustersic, Sandra Cvijic, Aleksandar Bodic, Jelena Duris, Svetlana Ibric, Nenad Filipovic:
Comparative Assessment of Computational vs. In Vitro Methods for the Estimation of Dry Powders for Inhalation Emitted Fraction. BIBE 2021: 1-5 - [c77]Milos R. Ivanovic, Andreja Zivic, Nikolaos S. Tachos, George Gkois, Nenad Filipovic, Dimitrios I. Fotiadis:
In-silico Research Platform in the Cloud - Performance and Scalability Analysis. BIBE 2021: 1-6 - [c76]Jelena Dorovic Jovanovic, Zoran Markovic, Mihajlo Kokanovic, Nenad Filipovic, Marijana Stanojevic Pirkovic:
Inhibitory potency of Valsartan/Sacubitril drug combination: molecular docking simulations. BIBE 2021: 1-4 - [c75]Bogdan Milicevic, Miljan Milosevic, Vladimir Simic, Danijela Trifunovic, Nenad Filipovic, Milos Kojic:
Semi-Automatic Left Ventricle Model Generation. BIBE 2021: 1-4 - [c74]Nevena Milivojevic, David Caballero, Mariana R. Carvalho, Mihajlo Kokanovic, Marko Zivanovic, Nenad Filipovic, Rui Luís Reis, Joaquim Miguel Oliveira:
A Microfludic Platform as An In Vitro Model for Biomedical Experimentation - A Cell Migration Study. BIBE 2021: 1-6 - [c73]Miljan Milosevic, Bogdan Milicevic, Vladimir Simic, Vladimir Geroski, Nenad Filipovic, Milos Kojic:
Computational model for simulation of left ventricle behaviour during heart beat. BIBE 2021: 1-5 - [c72]Mihai Neghina, Radu Emanuil Petruse, Sasa Cukovic, Caliri Schiau, Nenad Filipovic:
Automatic Curvature Analysis for Finely Interpolated Spinal Curves. BIBE 2021: 1-6 - [c71]Milica M. Nikolic, Tijana Sustersic, Nenad Filipovic:
Numerical Simulation of Sedimentation Process using Mason-Weaver Equation. BIBE 2021: 1-3 - [c70]Dalibor D. Nikolic, Dragan B. Sekulic, Danko Z. Milasinovic, Dragana S. Paunovic, Igor M. Sekulic, Igor B. Saveljic, Nenad D. Filipovic:
Hemodynamics of Femoro-Popliteal "Bi-Pass" Surgery using FEA Methods. BIBE 2021: 1-5 - [c69]Aleksandar V. Nikolic, Marko D. Topalovic, Vladimir Simic, Nenad Filipovic:
Calculation of blood flow in carotid artery bifurcation by turbulent finite element method. BIBE 2021: 1-4 - [c68]Momcilo Prodanovic, Danica Prodanovic, Boban S. Stojanovic, Nenad Filipovic, Gordana R. Jovicic, Srboljub M. Mijailovich:
Estimation of Shear Stress Variation in Extracellular Matrix Caused by Duchenne Muscular Dystrophy. BIBE 2021: 1-6 - [c67]Momcilo Prodanovic, Boban S. Stojanovic, Danica Prodanovic, Nenad Filipovic, Srboljub M. Mijailovich:
Computational Modeling of Sarcomere Protein Mutations and Drug Effects on Cardiac Muscle Behavior. BIBE 2021: 1-6 - [c66]Radivoje Radakovic, Nikola Jankovic, Jelena Dimitrijevic, Natasa Zdravkovic Petrovic, Aleksandra Vulovic, Nenad Filipovic:
Analysis of forces in knee joints of top football players and futsal players in different types of jumps. BIBE 2021: 1-5 - [c65]Radivoje Radakovic, Sara Mijailovic, Natasa Zdravkovic Petrovic, Aleksandra Vulovic, Nenad Filipovic, Nebojsa Zdravkovic:
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 2021: 1-5 - [c64]Igor Saveljic, Tijana Djukic, Dalibor Nikolic, Smiljana Djorovic, Nenad Filipovic:
Numerical simulation of fractional flow reserve in atherosclerotic coronary arteries. BIBE 2021: 1-4 - [c63]Dragana Seklic, Tijana Djukic, Marko Zivanovic, Milena Jovanovic, Nenad Filipovic:
Numerical modelling in assessment of different colorectal cancer cell lines behavior in treatment with cisplatin. BIBE 2021: 1-4 - [c62]Vladimir Simic, Miljan Milosevic, Igor Saveljic, Bogdan Milicevic, Nenad Filipovic, Milos Kojic:
3D reconstruction and computational modeling of solid-fluid interaction in realistic heart model. BIBE 2021: 1-4 - [c61]Tijana Sustersic, Vesna Rankovic, Vojin Kovacevic, Vladimir M. Milovanovic, Lukas Rasulic, Nenad Filipovic:
Machine Learning-based Image Processing in Support of Discus Hernia Diagnosis. BIBE 2021: 1-5 - [c60]Smiljana Tomasevic, Igor Saveljic, Lazar U. Velicki, Nenad Filipovic:
Computational Finite Element Analysis of Aortic Root with Bicuspid Valve. BIBE 2021: 1-5 - [c59]Arso M. Vukicevic, Alen Zabotti, Vera Milic, Alojzija Hocevar, Orazio De Lucia, Georgios Filippou, Athanasios G. Tzioufas, Salvatore de Vita, Nenad Filipovic:
Scoring Primary Sjögren's syndrome affected salivary glands ultrasonography images by using deep learning algorithms. BIBE 2021: 1-4 - [c58]Aleksandra Vulovic, Giuseppe Filardo, Nenad Filipovic:
Comparison of mechanical response of knee joint with healthy and damaged femoral cartilage. BIBE 2021: 1-4 - [c57]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:
The Ultimate DataFlow for Ultimate SuperComputers-on-a-Chip, for Scientific Computing, Geo Physics, Complex Mathematics, and Information Processing. MECO 2021: 1-6 - 2020
- [j39]Tijana Sustersic, Vladimir M. Milovanovic, Vesna Rankovic, Nenad Filipovic:
A comparison of classifiers in biomedical signal processing as a decision support system in disc hernia diagnosis. Comput. Biol. Medicine 125: 103978 (2020) - [j38]Danko Z. Milasinovic, Arso M. Vukicevic, Nenad D. Filipovic:
dfemtoolz: An open-source C++ framework for efficient imposition of material and boundary conditions in finite element biomedical simulations. Comput. Phys. Commun. 249: 106996 (2020) - [j37]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:
A cloud-based platform for the non-invasive management of coronary artery disease. Enterp. Inf. Syst. 14(8): 1102-1123 (2020) - [j36]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:
Designing interoperable telehealth platforms: bridging IoT devices with cloud infrastructures. Enterp. Inf. Syst. 14(8): 1194-1218 (2020) - [j35]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:
Radiomics-Based Assessment of Primary Sjögren's Syndrome From Salivary Gland Ultrasonography Images. IEEE J. Biomed. Health Informatics 24(3): 835-843 (2020) - [j34]Andreas S. Panayides, Amir A. Amini, Nenad D. Filipovic, Ashish Sharma, Sotirios A. Tsaftaris, Alistair A. Young, David J. Foran, Nhan Do, Spyretta Golemati, Tahsin M. Kurç, Kun Huang, Konstantina S. Nikita, Ben P. Veasey, Michalis E. Zervakis, Joel H. Saltz, Constantinos S. Pattichis:
AI in Medical Imaging Informatics: Current Challenges and Future Directions. IEEE J. Biomed. Health Informatics 24(7): 1837-1857 (2020) - [c56]Tijana Djukic, Branko Arsic, Smiljana Djorovic, Nenad Filipovic, Igor Koncar:
Validation of the machine learning approach for 3D reconstruction of carotid artery from ultrasound imaging. BIBE 2020: 789-794 - [c55]Nenad Filipovic:
In-Silico Clinical Trials as a New Paradigm in Medicine. MECO 2020: 1
2010 – 2019
- 2019
- [j33]Radmila Mikovic, Branko Arsic, Dorde Gligorijevic, Marija Gacic, Dejan Petrovic, Nenad Filipovic:
The Influence of Social Capital on Knowledge Management Maturity of Nonprofit Organizations - Predictive Modelling Based on a Multilevel Analysis. IEEE Access 7: 47929-47943 (2019) - [j32]Milos Kojic, Miljan Milosevic, Vladimir Simic, Vladimir Geroski, Arturas Ziemys, Nenad Filipovic, Mauro Ferrari:
Smeared multiscale finite element model for electrophysiology and ionic transport in biological tissue. Comput. Biol. Medicine 108: 288-304 (2019) - [j31]Tijana Djukic, Igor Saveljic, Gualtiero Pelosi, Oberdan Parodi, Nenad Filipovic:
Numerical simulation of stent deployment within patient-specific artery and its validation against clinical data. Comput. Methods Programs Biomed. 175: 121-127 (2019) - [c54]Sasa Cukovic, Vanja Lukovic, William R. Taylor, Wolfgang Birkfellner, Radu Emanuil Petruse, Nenad Filipovic:
Correlation of Vertebral Absolute Axial Rotations in CAD 3D Models of Adolescent Idiopathic Scoliosis Non-Invasively Diagnosed. BIBE 2019: 316-320 - [c53]Tijana Djukic, Igor Saveljic, Gualtiero Pelosi, Oberdan Parodi, Nenad Filipovic:
Simulation of Deployment of Multiple Stents Within Deformable Artery. BIBE 2019: 454-457 - [c52]Milos Kojic, Miljan Milosevic, Vladimir Simic, Bogdan Milicevic, Vladimir Geroski, Nenad Filipovic:
Smeared Finite Element Model of Heart Wall: Electrophysiology Coupled with Muscle Mechanics. BIBE 2019: 458-461 - [c51]Tijana Sustersic, Vesna Rankovic, Nenad Filipovic:
Development of a user-Friendly Application for DICOM Image Segmentation and 3D Visualization of a Brain Tumor. BIBE 2019: 507-510 - [c50]Branko Arsic, Mihailo Obrenovic, Milos Anic, Akira Tsuda, Nenad Filipovic:
Image Segmentation of the Pulmonary Acinus Imaged by Synchrotron X-Ray Tomography. BIBE 2019: 525-531 - 2018
- [j30]Aleksandra Vulovic, Tijana Sustersic, Aleksandar Peulic, Nenad Filipovic, Vesna Rankovic:
Comparison of Different Neural Network Training Algorithms with Application to Face Recognition. EAI Endorsed Trans. Ind. Networks Intell. Syst. 4(12): e3 (2018) - [j29]Marko Robnik-Sikonja, Milos D. Radovic, Smiljana Dorovic, Bojana R. Andjelkovic Cirkovic, Nenad Filipovic:
Modeling ischemia with finite elements and automated machine learning. J. Comput. Sci. 29: 99-106 (2018) - [j28]Zarko Milosevic, Igor Saveljic, Dalibor Nikolic, Nebojsa Zdravkovic, Nenad Filipovic, Neda Vidanovic:
Three-Dimensional Computer Model of Benign Paroxysmal Positional Vertigo in the Semi-Circular Canal. EAI Endorsed Trans. Pervasive Health Technol. 4(13): e1 (2018) - [j27]Tijana Djukic, Nenad Filipovic:
Parallelization of the numerical simulation of motion of deformable objects within fluid domain on a GPU device. EAI Endorsed Trans. Pervasive Health Technol. 4(13): e2 (2018) - [j26]Velibor M. Isailovic, Milica M. Nikolic, Thanos Bibas, Antonis I. Sakellarios, Nikolaos S. Tachos, Miljan Milosevic, Nenad D. Filipovic:
Numerical simulation of human hearing system. EAI Endorsed Trans. Pervasive Health Technol. 4(13): e3 (2018) - [j25]Smiljana Djorovic, Igor Koncar, Lazar Davidovic, Strahinja Starcevic, Nenad Filipovic:
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. 4(13): e4 (2018) - [j24]Strahinja Starcevic, Smiljana Djorovic, Nenad Filipovic:
Fractional Flow Reserve: Comparison between Invasive and Non-invasive Methods for Calculation of FFR. EAI Endorsed Trans. Pervasive Health Technol. 4(13): e5 (2018) - [j23]Milos Jordanski, Milos D. Radovic, Zarko Milosevic, Nenad Filipovic, Zoran Obradovic:
Machine Learning Approach for Predicting Wall Shear Distribution for Abdominal Aortic Aneurysm and Carotid Bifurcation Models. IEEE J. Biomed. Health Informatics 22(2): 537-544 (2018) - [c49]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:
A Clinical Decision Support Platform for the Risk Stratification, Diagnosis, and Prediction of Coronary Artery Disease Evolution. EMBC 2018: 4556-4559 - [e1]Nuria Oliver, Silvia Serino, Aleksandar Matic, Pietro Cipresso, Nenad Filipovic, Liljana Gavrilovska:
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. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 207, Springer 2018, ISBN 978-3-319-74934-1 [contents] - 2017
- [j22]Milos D. Radovic, Mohamed F. Ghalwash, Nenad Filipovic, Zoran Obradovic:
Minimum redundancy maximum relevance feature selection approach for temporal gene expression data. BMC Bioinform. 18(1): 9:1-9:14 (2017) - [j21]Ivan Milankovic, Nikola V. Mijailovic, Nenad D. Filipovic, Aleksandar S. Peulic:
Acceleration of Image Segmentation Algorithm for (Breast) Mammogram Images Using High-Performance Reconfigurable Dataflow Computers. Comput. Math. Methods Medicine 2017: 7909282:1-7909282:11 (2017) - [c48]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:
Coupled Computer Modeling of Atherosclerosis Development in the Coronary Arteries. BIBE 2017: 415-418 - [c47]Tijana Tuteric, Aleksandra Vulovic, Sandra Cvijic, Svetlana Ibric, Nenad Filipovic:
Effect of Circulation Chamber Dimensions on Aerosol Delivery Efficiency of a Commercial Dry Powder Inhaler Aerolizer®. BIBE 2017: 555-558 - [c46]Aleksandra Vulovic, Tijana Sustersic, Nenad Filipovic:
Finite Element Analysis of Femoral Implant Under Static Load. BIBE 2017: 559-562 - [c45]Smiljana Djorovic, Nenad Filipovic, Aleksandar Milosavljevic, Lazar U. Velicki:
Comparative Finite Element Analysis of Patient-Specific Tricuspid and Bicuspid Aortic Valve. BIBE 2017: 563-567 - [c44]Bojana R. Andjelkovic Cirkovic, Velibor Isailovic, Dalibor Nikolic, Igor Saveljic, Oberdan Parodi, Nenad Filipovic:
Prediction of Coronary Plaque Progression Using Data Driven Approach. FABULOUS 2017: 227-233 - [c43]Marko N. Zivanovic, Danijela M. Cvetkovic, Nenad D. Filipovic:
Optimization of Parameters for Electrochemical Detection: Computer Simulation and Experimental Study. FABULOUS 2017: 234-238 - [c42]Arso M. Vukicevic, Alen Zabotti, Salvatore de Vita, Nenad Filipovic:
Assessment of Machine Learning Algorithms for the Purpose of Primary Sjögren's Syndrome Grade Classification from Segmented Ultrasonography Images. FABULOUS 2017: 239-245 - 2016
- [j20]Arso M. Vukicevic, Miroslav M. Stojadinovic, Milos D. Radovic, Milena Djordjevic, Bojana R. Andjelkovic Cirkovic, Tomislav Pejovic, Gordana R. Jovicic, Nenad Filipovic:
Automated development of artificial neural networks for clinical purposes: Application for predicting the outcome of choledocholithiasis surgery. Comput. Biol. Medicine 75: 80-89 (2016) - [c41]Nikolaos S. Tachos, Antonis I. Sakellarios, George Rigas, Velibor Isailovic, Guangjian Ni, Frank Böhnke, Nenad Filipovic, Thanos Bibas, Dimitrios I. Fotiadis:
Middle and inner ear modelling: From microCT images to 3D reconstruction and coupling of models. EMBC 2016: 5961-5964 - [c40]Nenad Filipovic, Zarko Milosevic, Igor Saveljic, Dalibor Nikolic, Nebojsa Zdravkovic, Anton Kos:
Biomechanical Model for Detection of Vertigo Disease. IIKI 2016: 255-260 - [c39]Nikola Mijailovic, Radivoje Radakovic, Aleksandar Peulic, Neda Vidanovic, Djordje Dimitrijevic, Nenad Filipovic:
Assessment of Mechanical Stiffness of Jumping Using Force Plate. MindCare/Fabulous 2016: 81-86 - [c38]Tijana Sustersic, Aleksandra Vulovic, Nenad Filipovic, Aleksandar Peulic:
FPGA Implementation of Face Recognition Algorithm. MindCare/Fabulous 2016: 93-99 - 2015
- [j19]Arso M. Vukicevic, Lazar U. Velicki, Gordana R. Jovicic, Nebojsa Jovicic, Miroslav M. Stojadinovic, Nenad D. Filipovic:
Finite element analysis of uncommonly large renal arteriovenous malformation - Adjacent renal cyst complex. Comput. Biol. Medicine 59: 35-41 (2015) - [j18]Nikola Mijailovic, Radun Vulovic, Ivan Milankovic, Radivoje Radakovic, Nenad Filipovic, Aleksandar Peulic:
Assessment of Knee Cartilage Stress Distribution and Deformation Using Motion Capture System and Wearable Sensors for Force Ratio Detection. Comput. Math. Methods Medicine 2015: 963746:1-963746:8 (2015) - [c37]Zarko Milosevic, Dalibor Nikolic, Igor Saveljic, Milos D. Radovic, Velibor Isailovic, Nebojsa Zdravkovic, Nenad Filipovic:
Computer modeling of semicircular canals in the vestibular system. BIBE 2015: 1-4 - [c36]Marija D. Blagojevic, Milos D. Radovic, Maja M. Radovic, Nenad D. Filipovic:
Neural network based approach for predicting maximal wall shear stress in the artery. BIBE 2015: 1-5 - [c35]