Nenad Filipovic

According to our database1, Nenad Filipovic authored at least 88 papers between 2011 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2020
Radiomics-Based Assessment of Primary Sjögren's Syndrome From Salivary Gland Ultrasonography Images.
IEEE J. Biomed. Health Informatics, 2020

dfemtoolz: An open-source C++ framework for efficient imposition of material and boundary conditions in finite element biomedical simulations.
Comput. Phys. Commun., 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.
Comp. in Bio. and Med., 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

Simulation of Deployment of Multiple Stents Within Deformable Artery.
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

Image Segmentation of the Pulmonary Acinus Imaged by Synchrotron X-Ray Tomography.
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

Numerical simulation of human hearing system.
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

Modeling ischemia with finite elements and automated machine learning.
J. Comput. Sci., 2018

Comparison of Different Neural Network Training Algorithms with Application to Face Recognition.
EAI Endorsed Trans. Indust. Netw. & Intellig. 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

Prediction of Coronary Plaque Progression Using Data Driven Approach.
Proceedings of the Future Access Enablers for Ubiquitous and Intelligent Infrastructures, 2017

Finite Element Analysis of Femoral Implant Under Static Load.
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

Coupled Computer Modeling of Atherosclerosis Development in the Coronary Arteries.
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.
Comp. in Bio. and Med., 2016

FPGA Implementation of Face Recognition Algorithm.
Proceedings of the Pervasive Computing Paradigms for Mental Health, 2016

Assessment of Mechanical Stiffness of Jumping Using Force Plate.
Proceedings of the Pervasive Computing Paradigms for Mental Health, 2016

Biomechanical Model for Detection of Vertigo Disease.
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.
Comp. in Bio. and Med., 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

Assessment of bone stress intensity factor using artificial neural networks.
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

Coupling finite element and huxley models in multiscale muscle modeling.
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

Computational analysis of blood flow in cerebral aneurysms.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015

A fuzzy model for supporting the diagnosis of lumbar disc herniation.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015

Modeling of radiation dose of human head during CT scanning using neural networks.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015

Computational modeling of plaque progression in coronary arteries.
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

Hybrid SPECT/MSCT 3D computational preoperative simulation in breast cancer surgery.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015

Electro-mechanical cochlea model.
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

Using force plate, computer simulation and image alignment in jumping analysis.
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

Metal-enhanced radiotherapy: Gold nanoparticles and beyond.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015

Using of finite element method for modeling of active cochlea.
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

Numerical modeling of behavior of cancer cells after electroporation.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015

Computational simulation of blood flow in a DeBakey type I aortic dissection.
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

Computer modeling of semicircular canals in the vestibular system.
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.
Med. Biol. Engineering and Computing, 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

Modeling of liver metastatic disease with applied drug therapy.
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

Computer Simulation of Hot Caloric Test Response in the Three Semicircular Canal.
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.
Med. Biol. Engineering and Computing, 2013

Modeling of arterial stiffness using variations of pulse transit time.
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.
Comp. in Bio. and Med., 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

Application of data mining algorithms for mammogram classification.
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

SIFEM project: Finite element modeling of the cochlea.
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

Multiscale Modeling of Circular and Elliptical Particles in Laminar Shear Flow.
IEEE Trans. Biomed. Engineering, 2012

Patient specific multiscale modelling for plaque formation and progression.
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

Multiscale - Patient-Specific Artery and Atherogenesis Models.
IEEE Trans. Biomed. Engineering, 2011

Impact of aortic repair based on flow field computer simulation within the thoracic aorta.
Comput. Methods Programs Biomed., 2011

Mining data from CFD simulation for aneurysm and carotid bifurcation models.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Computer simulation and experimental analysis of LDL transport in the arteries.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011


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