Nenad Filipovic
Orcid: 0000-0001-9964-5615
According to our database1,
Nenad Filipovic
authored at least 149 papers
between 2011 and 2024.
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Bibliography
2024
SGABU computational platform for multiscale modeling: Bridging the gap between education and research.
Comput. Methods Programs Biomed., January, 2024
2023
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, December, 2023
Cardiac hypertrophy simulations using parametric and echocardiography-based left ventricle model with shell finite elements.
Comput. Biol. Medicine, May, 2023
Validation of lattice Boltzmann based software for blood flow simulations in complex patient-specific arteries against traditional CFD methods.
Math. Comput. Simul., 2023
Big Data in multiscale modelling: from medical image processing to personalized models.
J. Big Data, 2023
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, 2023
Proceedings of the 24th International Conference on Digital Signal Processing, 2023
Finite Element Analysis of Patient-Specific Heart Model with Simulated Aortic Stenosis.
Proceedings of the 23rd IEEE International Conference on Bioinformatics and Bioengineering, 2023
Application of Neural Network in Prediction of Frequency Response of Drivers During Driving.
Proceedings of the 23rd IEEE International Conference on Bioinformatics and Bioengineering, 2023
Optimization of Physics-Informed Neural Networks for Efficient Surrogate Modeling of Huxley's Muscle Model in Multi-Scale Finite Element Simulations.
Proceedings of the 23rd IEEE International Conference on Bioinformatics and Bioengineering, 2023
Transfer Learning with Deep Convolutional Neural Networks for Respiratory Disease Classification in X-Ray Images.
Proceedings of the 23rd IEEE International Conference on Bioinformatics and Bioengineering, 2023
2022
A Deep Learning Model for Automatic Detection and Classification of Disc Herniation in Magnetic Resonance Images.
IEEE J. Biomed. Health Informatics, 2022
The Automated Laplacean Demon: How ML Challenges Our Views on Prediction and Explanation.
Minds Mach., 2022
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., 2022
SILICOFCM platform, multiscale modeling of left ventricle from echocardiographic images and drug influence for cardiomyopathy disease.
Comput. Methods Programs Biomed., 2022
Huxley muscle model surrogates for high-speed multi-scale simulations of cardiac contraction.
Comput. Biol. Medicine, 2022
Integration of Surrogate Huxley Muscle Model into Finite Element Solver for Simulation of the Cardiac Cycle.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
Modeling of Plaque Progression in the Carotid Artery Using Coupled Agent Based with Finite Element Method.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
2021
An algorithm for finding and adding boundary conditions with the aim of solving the contact problem in computational mechanics.
Simul. Model. Pract. Theory, 2021
Turbulent finite element model applied for blood flow calculation in arterial bifurcation.
Comput. Methods Programs Biomed., 2021
Virtual ABI: A computationally derived ABI index for noninvasive assessment of femoro-popliteal bypass surgery outcome.
Comput. Methods Programs Biomed., 2021
A study on the accuracy and efficiency of the improved numerical model for stent implantation using clinical data.
Comput. Methods Programs Biomed., 2021
Deep learning segmentation of Primary Sjögren's syndrome affected salivary glands from ultrasonography images.
Comput. Biol. Medicine, 2021
A machine learning-based risk stratification model for ventricular tachycardia and heart failure in hypertrophic cardiomyopathy.
Comput. Biol. Medicine, 2021
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, 2021
The Ultimate DataFlow for Ultimate SuperComputers-on-a-Chip, for Scientific Computing, Geo Physics, Complex Mathematics, and Information Processing.
Proceedings of the 10th Mediterranean Conference on Embedded Computing, 2021
Comparison of mechanical response of knee joint with healthy and damaged femoral cartilage.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Scoring Primary Sjögren's syndrome affected salivary glands ultrasonography images by using deep learning algorithms.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
3D reconstruction and computational modeling of solid-fluid interaction in realistic heart model.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Numerical modelling in assessment of different colorectal cancer cell lines behavior in treatment with cisplatin.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Numerical simulation of fractional flow reserve in atherosclerotic coronary arteries.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
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.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Analysis of forces in knee joints of top football players and futsal players in different types of jumps.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Computational Modeling of Sarcomere Protein Mutations and Drug Effects on Cardiac Muscle Behavior.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Estimation of Shear Stress Variation in Extracellular Matrix Caused by Duchenne Muscular Dystrophy.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Calculation of blood flow in carotid artery bifurcation by turbulent finite element method.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
A Microfludic Platform as An In Vitro Model for Biomedical Experimentation - A Cell Migration Study.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Inhibitory potency of Valsartan/Sacubitril drug combination: molecular docking simulations.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Comparative Assessment of Computational vs. In Vitro Methods for the Estimation of Dry Powders for Inhalation Emitted Fraction.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Parallelization of lattice Boltzmann software for execution on multi-GPU clusters with application to the simulation of blood flow through human arteries.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Towards the development of a unified virtual population model in hypertrophic cardiomyopathy.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021
2020
Radiomics-Based Assessment of Primary Sjögren's Syndrome From Salivary Gland Ultrasonography Images.
IEEE J. Biomed. Health Informatics, 2020
IEEE J. Biomed. Health Informatics, 2020
Designing interoperable telehealth platforms: bridging IoT devices with cloud infrastructures.
Enterp. Inf. Syst., 2020
Enterp. Inf. Syst., 2020
dfemtoolz: An open-source C++ framework for efficient imposition of material and boundary conditions in finite element biomedical simulations.
Comput. Phys. Commun., 2020
A comparison of classifiers in biomedical signal processing as a decision support system in disc hernia diagnosis.
Comput. Biol. Medicine, 2020
Proceedings of the 9th Mediterranean Conference on Embedded Computing, 2020
Validation of the machine learning approach for 3D reconstruction of carotid artery from ultrasound imaging.
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020
2019
Numerical simulation of stent deployment within patient-specific artery and its validation against clinical data.
Comput. Methods Programs Biomed., 2019
Smeared multiscale finite element model for electrophysiology and ionic transport in biological tissue.
Comput. Biol. Medicine, 2019
The Influence of Social Capital on Knowledge Management Maturity of Nonprofit Organizations - Predictive Modelling Based on a Multilevel Analysis.
IEEE Access, 2019
Development of a user-Friendly Application for DICOM Image Segmentation and 3D Visualization of a Brain Tumor.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
Smeared Finite Element Model of Heart Wall: Electrophysiology Coupled with Muscle Mechanics.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
Correlation of Vertebral Absolute Axial Rotations in CAD 3D Models of Adolescent Idiopathic Scoliosis Non-Invasively Diagnosed.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
2018
Machine Learning Approach for Predicting Wall Shear Distribution for Abdominal Aortic Aneurysm and Carotid Bifurcation Models.
IEEE J. Biomed. Health Informatics, 2018
Fractional Flow Reserve: Comparison between Invasive and Non-invasive Methods for Calculation of FFR.
EAI Endorsed Trans. Pervasive Health Technol., 2018
EAI Endorsed Trans. Pervasive Health Technol., 2018
Parallelization of the numerical simulation of motion of deformable objects within fluid domain on a GPU device.
EAI Endorsed Trans. Pervasive Health Technol., 2018
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., 2018
Three-Dimensional Computer Model of Benign Paroxysmal Positional Vertigo in the Semi-Circular Canal.
EAI Endorsed Trans. Pervasive Health Technol., 2018
J. Comput. Sci., 2018
Comparison of Different Neural Network Training Algorithms with Application to Face Recognition.
EAI Endorsed Trans. Ind. Networks Intell. Syst., 2018
A Clinical Decision Support Platform for the Risk Stratification, Diagnosis, and Prediction of Coronary Artery Disease Evolution.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
Acceleration of Image Segmentation Algorithm for (Breast) Mammogram Images Using High-Performance Reconfigurable Dataflow Computers.
Comput. Math. Methods Medicine, 2017
Minimum redundancy maximum relevance feature selection approach for temporal gene expression data.
BMC Bioinform., 2017
Optimization of Parameters for Electrochemical Detection: Computer Simulation and Experimental Study.
Proceedings of the Future Access Enablers for Ubiquitous and Intelligent Infrastructures, 2017
Assessment of Machine Learning Algorithms for the Purpose of Primary Sjögren's Syndrome Grade Classification from Segmented Ultrasonography Images.
Proceedings of the Future Access Enablers for Ubiquitous and Intelligent Infrastructures, 2017
Proceedings of the Future Access Enablers for Ubiquitous and Intelligent Infrastructures, 2017
Proceedings of the 17th IEEE International Conference on Bioinformatics and Bioengineering, 2017
Effect of Circulation Chamber Dimensions on Aerosol Delivery Efficiency of a Commercial Dry Powder Inhaler Aerolizer®.
Proceedings of the 17th IEEE International Conference on Bioinformatics and Bioengineering, 2017
Proceedings of the 17th IEEE International Conference on Bioinformatics and Bioengineering, 2017
Comparative Finite Element Analysis of Patient-Specific Tricuspid and Bicuspid Aortic Valve.
Proceedings of the 17th IEEE International Conference on Bioinformatics and Bioengineering, 2017
2016
Automated development of artificial neural networks for clinical purposes: Application for predicting the outcome of choledocholithiasis surgery.
Comput. Biol. Medicine, 2016
Proceedings of the Pervasive Computing Paradigms for Mental Health, 2016
Proceedings of the Pervasive Computing Paradigms for Mental Health, 2016
Proceedings of the International Conference on Identification, 2016
Middle and inner ear modelling: From microCT images to 3D reconstruction and coupling of models.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
Assessment of Knee Cartilage Stress Distribution and Deformation Using Motion Capture System and Wearable Sensors for Force Ratio Detection.
Comput. Math. Methods Medicine, 2015
Finite element analysis of uncommonly large renal arteriovenous malformation - Adjacent renal cyst complex.
Comput. Biol. Medicine, 2015
Effects of ruptured anterior cruciate ligament and medial meniscectomy on stress distribution of human knee joint at full extension.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Application of smoothed particle hydrodynamics in biomechanics: Advanced procedure for discretization of complex biological shapes into pseudo-particles.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Application of active contours method in assessment of optimal approach trajectory to brain tumor.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Fractional flow reserve: A predictive model with reconstructed geometry of coronary arteries.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
The reliability of motion analysis of elite soccer players during match measured by the Tracking Motion software system.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Acceleration of image filtering algorithms for 3D visualization of murine lungs using dataflow engines.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Intraluminal thrombus asymmetrical deposition in ruptured and symptomatic abdominal aortic aneurysm.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Mathematical modeling of ATP release in response to mechanical stimulation of chondrogenic cells.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Numerical simulation of behavior of red blood cells and cancer cells in complex geometrical domains.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Role of computer analysis in prediction of surgical outcome after Billroth II gastric resection.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Prediction models for estimation of survival rate and relapse for breast cancer patients.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Neural network based approach for predicting maximal wall shear stress in the artery.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
2014
Computer methods for follow-up study of hemodynamic and disease progression in the stented coronary artery by fusing IVUS and X-ray angiography.
Medical Biol. Eng. Comput., 2014
Evolutionary assembled neural networks for making medical decisions with minimal regret: Application for predicting advanced bladder cancer outcome.
Expert Syst. Appl., 2014
Prediction of coronary plaque location on arteries having myocardial bridge, using finite element models.
Comput. Methods Programs Biomed., 2014
Comput. Methods Programs Biomed., 2014
Numerical and experimental analysis of factors leading to suture dehiscence after Billroth II gastric resection.
Comput. Methods Programs Biomed., 2014
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Bioengineering, 2014
2013
Computer simulation of three-dimensional plaque formation and progression in the carotid artery.
Medical Biol. Eng. Comput., 2013
Comput. Sci. Inf. Syst., 2013
Biomechanical modeling of knee for specific patients with chronic anterior cruciate ligament injury.
Comput. Sci. Inf. Syst., 2013
Virtual reality aided visualization of fluid flow simulations with application in medical education and diagnostics.
Comput. Biol. Medicine, 2013
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.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Modeling atherosclerotic plaque growth: A case report based on a 3D geometry of left coronary arterial tree from computed tomography.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
Modeling of abdominal aortic aneurism rupture by using experimental bubble inflation test.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
Towards a semantic representation for multi-scale finite element biosimulation experiments.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
Experimental and numerical investigation of electromagnetic field at different cancer cell lines.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
2012
Patient-Specific Prediction of Coronary Plaque Growth From CTA Angiography: A Multiscale Model for Plaque Formation and Progression.
IEEE Trans. Inf. Technol. Biomed., 2012
ARTreat Project: Three-Dimensional Numerical Simulation of Plaque Formation and Development in the Arteries.
IEEE Trans. Inf. Technol. Biomed., 2012
Mining Data From Hemodynamic Simulations for Generating Prediction and Explanation Models.
IEEE Trans. Inf. Technol. Biomed., 2012
IEEE Trans. Biomed. Eng., 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Hemodynamic Flow Modeling Through an Abdominal Aorta Aneurysm Using Data Mining Tools.
IEEE Trans. Inf. Technol. Biomed., 2011
IEEE Trans. Biomed. Eng., 2011
Impact of aortic repair based on flow field computer simulation within the thoracic aorta.
Comput. Methods Programs Biomed., 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011