Smartool Private Space

SMARTool partners constitutes a strong research team

Our results are disseminated through publications in Journals, Conferences and more...

Publications and Achievements

  1. Panagiota I. Tsompou, Panagiotis K. Siogkas, Antonis I. Sakellarios, Pedro A. Lemos, Lampros K. Michalis, Dimitrios I. Fotiadis, "Non-Invasive Assessment of Coronary Stenoses and Comparison to Invasive Techniques: a proof-of-concept study", 30th IEEE International Symposium on Computer-Based Medical Systems (IEEE CBMS 2017), Thessaloniki, Greece ,June 22 - 24, 2017
  2. Antonis Sakellarios, Georgios Rigas, Vassiliki Kigka, Panagiotis Siogkas, Panagiota Tsompou, Georgia Karanasiou , Themis P. Exarchos, Ioannis Andrikos, Nikolaos Tachos, Gualtiero Pelosi, Oberdan Parodi, Dimitrios I. Fotiadis, "SMARTool: A Tool for Clinical Decision Support for the Management of Patients with Coronary Artery Disease Based on Modeling of Atherosclerotic Plaque Process", International Conference of the IEEE Engineering in Medicine and Biology Society , Korea, 11-15 July 2017
  3. Panagiotis Siogkas, Georgios Rigas, Themis P. Exarchos, Antonis Sakellarios, Michail Papafaklis, Gualtiero Pelosi, Oberdan Parodi, Lampros Michalis, Dimitrios I. Fotiadis, "Computational Estimation of the Hemodynamic Significance of Coronary Stenoses in Arterial Branches Deriving from CCTA: A Proof-Of-Concept Study", International Conference of the IEEE Engineering in Medicine and Biology Society , Korea, 11-15 July 2017
  4. P. Siogkas, V. Kigka, A. Sakellarios, T. Exarchos, D. Fotiadis,  "Analysis of Coronary Computed Tomography Angiography for 3D Reconstruction of Arterial Trees and Plaque Detection", IEEE International Conference on Biomedical and Health Informatics (BHI), Orlando, Florida, 16-19 February, 2017
  5. A.I. Sakellarios, G. Rigas, T.P. Exarchos, D.I. Fotiadis, "A methodology and a software tool for 3D reconstruction of  coronary and carotid arteries and atherosclerotic plaques", 2016 IEEE International Conference on Imaging Systems and Techniques, IST 2016, Chania, Greece, October 4 - 6, 2016
  6. N. Filipovic, D. Nikolic, I. Saveljic, T. Exarchos, O. Parodi, "Experimental testing and numerical modeling of stents in the coronary arteries", 9th International Scientific Conference "Contemporary Materials", Belgrade, Serbia, 4-5 September, 2016
  7. Dalibor Nikolić, Nenad Filipović, "Geometry Optimization of Nitinol Stent Design and Effects on Mechanical Performance: Finite Element Analysis", 4th South-East European Conference on Computational Mechanics - SEECCM 2017 , Kragujevac, Serbia, 03-04 July, 2017
  8. Isailovic, N. Filipovic, M. Kojic, "Solving Contact Problems Using One-dimensional Finite Elements as Elastic Supports and Application in Angioplasty and Stent Deployment Modeling", 4th South-East European Conference on Computational Mechanics - SEECCM 2017, Kragujevac, Serbia, 03-04 July, 2017
  9. Filipovic, I. Saveljic, D. Nikolic, Z. Milosevic, V. Isailovic, O. Parodi, N. Zdravkovic, "Continuum-discrete modelling of plaque development in the coronary arteries", 23rd Congress of the European Society of Biomechanics ESB, Seville, Spain, July 2 - 5, 2017
  10. Nenad Filipovic, Velibor Isailovic, Zarko Milosevic, Dalibor Nikolic, Igor Saveljic, Milos Radovic, Milica Nikolic, Bojana Cirkovic-Andjelkovic, Exarchos Themis, Dimitris Fotiadis, Gualtiero Pelosi, Oberdan Parodi, "Computational modeling of plaque development in the coronary arteries", Proceedings of the International Conference on Medical and Biological Engineering CMBEBIH,  Sarajevo, Bosnia and Herzegovina, 16-18 March, 2017
  11. N. Filipovic, D. Nikolic, I. Saveljic, T. Exarchos, O. Parodi, "Experimental testing and numerical modeling of stents in the coronary arteries", The Ninth International Scientific Conference Contemporary Materials, Belgrade, Serbia, September 4 – 5, 2016
  12. Nikolic, I. Saveljic, M. Radovic, N. Filipovic, "Shear stress in the arteries with myocardial bridge “solved” by neural networks", 2nd International Conference on Future access enablers of ubiquitous and intelligent infrastructures, FABULOUS 2016, Belgrade, Serbia, 24-25 OCTOBER, 2016
  13. Saveljic, L. Velicki, D. Nikolic, N. Filipovic, "Numerical modeling and simulations of type B aortic dissection", 2nd International Conference on Future access enablers of ubiquitous and intelligent infrastructures, FABULOUS 2016, Belgrade, Serbia, 24-25 OCTOBER, 2016
  14. Filipovic, I. Saveljic, and I. Tanaskovic, "Computer simulation of electroporation and drug transport through membranes", The 14th International Symposium, Computer Methods in Biomechanics and Biomedical Engineering, Tel Aviv, Israel, September 20 – 22, 2016
  15. Filipovic, A. Peulic, N. Mijailovic, I. Saveljic, Z. Milosevic, A. Vulovic, T. Sustercic, I. Koncar, L. Davidovic, "Simulation of abdominal aortic aneurysms growth with mechanical-chemical model", 2016 EMI International Conference, Metz, France, Ocotber 25-27, 2016
  16. N. Filipovic, "Modeling of the AAA for surgical intervention", 65th Congress of the ESCVS, Belgrade, Serbia, April 21-24, 2016
  17. Saveljić, L. Velicki, N. Filipovic, "Numerical analysis of the dissected aorta before and after virtual surgery", 66th ESCVS International Congress of the European Society for CardioVascular and Endovascular Surgery, Thessaloniki, 11-14 May, 2017
  18. SMARTool: A summary and overview of the Brainstormmeeting of the EACVI section Nuclear Cardiology and Cardiac CT, EACVI Brainstorming Meeting on Nuclear Cardiology and Cardiac CT, Sounio, Greece, October 3 - 5 2016
  19. Dimitrios I. Fotiadis, "Multilevel Modelling Approaches of the Atherosclerotic Plaque Growth in Coronary Arteries and Carotids", 11th IEEE-EMBS International Summer School and Symposium on Medical Devices and Biosensors -MDBS' 2017, Shenzhen, China,  08-10  July 10, 2017
  20. Cirkovic, V. Isailovic, D. Nikolic, I. Saveljic, O. Parodi, N. Filipovic, “Prediction of Coronary Plaque Progression Using Data Driven Approach”, 3rd EAI International Conference on Future Access Enablers of Ubiquitous and Intelligent Infrastructures, Fabulous 2017, Bucharest, Romania, October 2017
  21. Siogkas, A. I. Sakellarios, L. K. Michalis, D. I. Fotiadis, “Non-invasive quantification of coronary artery disease in arterial bifurcations using CCTA and CFD: comparison to fractional flow reserve measurements”, World Congress on Medical Physics & Biomedical Engineering (IUPESM), Prague, Czech Republic
  22. V. I. Kigka, A. Sakellarios, G. Rigas, P. Tsobou, I. O. Andrikos, L. K. Michalis, D. I. Fotiadis, “A three-dimensional quantification of non-calcified plaque based on computed tomography coronary angiography images: comparison with virtual histology intravascular ultrasound”, World Congress on Medical Physics & Biomedical Engineering (IUPESM), Prague, Czech Republic
  23. V. Kigka, E. Georga, A. Sakellarios, N. Tachos, I. Andrikos, P. Tsompou, S. Rocchiccioli, G. Pelosi, O. Parodi, L. K. Michalis, D. I. Fotiadis, "A Machine Learning Approach for the Prediction of the Progression of Cardiovascular Disease based on Clinical and Non-Invasive Imaging Data", 40th International Engineering in Medicine and Biology Conference (EMBC), Honolulu, Hawaii
  24. E. Georga et al., “Towards Precise Predictive Modelling of Coronary Artery Disease Elaborating on Omics Data”, IEEE Conference on Biomedical and Health Informatics (BHI), Las Vegas, Nevada- USA
  25. V. Isailovic, Z. Milosevic, D. Nikolic, I. Saveljic, M. Nikolic, M. Gacic, B. Cirkovic-Andjelkovic, T. Exarchos, D. I. Fotiadis, G. Pelosi, O. Parodi, N. Filipovic, “Coupled computer modeling of atherosclerosis development in the coronary arteries”, BIBE 2017, 17th IEEE International Conference on BioInformatics and BioEngineering, Washington D.C., USA, October 2017
  26. E. Georga, N. Tachos, A. I. Sakellarios, G. Pelosi, S. Rocchiccioli, O. Parodi, L. K. Michalis, D. I. Fotiadis, “A Multimodal Machine Learning Approach to Omics-based Risk Stratification in Coronary Artery Disease”, World Congress on Medical Physics & Biomedical Engineering (IUPESM), Prague, Czech Republic
  27. A. I. Sakellarios, N. Tachos, E. Georga, G. Rigas, V. Kigka, P. Siogkas, S. Kyriakidis, G. Karanasiou, P. Tsompou, I. Andrikos, S. Rocchiccioli, G. Pelosi, O. Parodi, D. I. Fotiadis, “A novel concept of the management of coronary artery disease patients based on machine learning risk stratification and computational biomechanics”, World Congress on Medical Physics & Biomedical Engineering (IUPESM), Prague, Czech Republic
  28. A. Sakellarios, P. Siogkas, E. Georga, N. Tachos, V. Kigka, P. Tsompou, I. Andrikos, G. S. Karanasiou, S. Rocchiccioli, J. Correia, G. Pelosi, P. Stofella, N. Filipovic, O. Parodi, D. I. Fotiadis, “A Clinical Decision Support Platform for the Risk Stratification, Diagnosis, and Prediction of Coronary Artery Disease Evolution”, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Honolulu, Hawaii
  29. Saveljic, D. Nikolic, Z. Milosevic, V. Isailovic, M. Nikolic, O. Parodi, N. Filipovic, ”3D Modeling of Plaque Progression in the Human Coronary Artery”, 18th International Conference on Experimental Mechanics (ICEM 2018), Brussels, Belgium
  30. S. Dorovic, M. Robnik-Sikonja, M. Radovic, B. Andelkovic Cirkovic, N. Filipovic,“Finite Element Modelling of Cardiac Ischemia and Data Mining Application for Ischemic Detection and Localization”, 18th International Conference on Experimental Mechanics (ICEM 2018), Brussels, Belgium
  1. Jovčić, A. Vukićević, N. Filipović, "Safe Operation Assessment of the Cardiovascular Stent", The IPSI BgD Transactions on Advanced Research, 2017
  2. Saveljic, L. Velicki, N. Filipovic, "Computer Simulation of Flow through the True and False Lumen of Aortic Dissection", The IPSI BgD Transactions on Advanced Research, 2017
  3.  N. Filipovic, Z. Milosevic, I. Saveljic, D. Nikolic, M. Radovic, "Computer modeling of stent deployment in the coronary artery coupled with plaque progression", Springer Chapter, in press 2017
  4. Jordanski, M. Radovic, Z. Milosevic, N. Filipovic, Z. Obradovic, "Machine Learning Approach for Predicting Wall Shear Distribution for Abdominal Aortic Aneurysm and Carotid Bifurcation Models", IEEE Journal of Biomedical and Health Informatics, 2016
  5. C. Anagnostopoulos, P. Siogkas, R. Liga, G. Benetos, T. Maaniitty, A. Sakellarios, I. Koutagiar, I. Karakitsios, M. Papafaklis, V. Berti, R. Sciagrà, A. Scholte, L. Michalis, O. Gaemperli, P. Kaufmann, G. Pelosi, O. Parodi, J. Knuuti, D. I. Fotiadis, D. Neglia, “Characterization of functionally significant coronary artery disease by a coronary computed tomography angiography (CCTA) based index: a comparison with Positron Emission Tomography (PET)”, European Heart Journal-Cardiovascular Imaging, January 2019.
  6. P. Siogkas, C. Anagnostopoulos, R. Liga, T. Exarchos, A. Sakellarios, G. Rigas, A. Scholte, M. Papafaklis, D. Loggitsi, G. Pelosi, O. Parodi, T. Maaniitty, L. Michalis, J. Knuuti, D. Neglia, D. I. Fotiadis, “Noninvasive CT-based hemodynamic assessment of coronary lesions derived from fast computational analysis: a comparison against fractional flow reserve”, European Radiology, October 2018
  7. V. I.Kigka, G. Rigas, A. Sakellarios, P. Siogkas, I. O.Andrikos, T. P.Exarchos, D. Loggitsi, C. D.Anagnostopoulos, L. K.Michalis, D. Neglia, G. Pelosi, O. Parodi, D. I.Fotiadis, “3D reconstruction of coronary arteries and atherosclerotic plaques based on computed tomography angiography images”, Biomedical Signal Processing and Control, February 2018
  8. M. Robnik-Sikonja, M. Radovic, S. Đorović, B. Andjelkovic Cirkovic, N. Filipovic, “Modeling ischemia with finite elements and automated machine learning”, Journal of Computational Science, November 2018
  9. D. Nikolić, N. Filipović, “"Effects of Geometry Optimization on Mechanical Performance of Nitinol Stent Design: Finite Element Analysis", The IPSI BgD Transactions on Advanced Research, January 2018
  10. V. Isailović, M. Kojić, N. Filipović, "Contact Problems: Angioplasty and Stent Deployment Modeling", The IPSI BgD Transactions on Advanced Research, January 2018
  11. N. Filipovic, D. Nikolic, I. Saveljic, Z. Milosevic, V. Isailovic, M. Nikolic, B. Cirkovic-Andjelkovic, A. Vukicevic, N. Jagic, T. Exarchos, D. I. Fotiadis, G. Pelosi, O. Parodi, “Atherosclerosis Progression and Fractional Flow Reserve in Coronary Arteries”, The IPSI BgD Transactions on Advanced Research, January 2018
  1. Dr. Antonis Sakellarios from FORTH receives a Young Investigator Award from European Atherosclerosis Society for the work: "The correlation of Near-Infrared-Spectroscopy lipid pools with computationally measured accumulation of low density lipoprotein in coronary arteries"