Antonis I. Sakellarios
Orcid: 0000-0002-2272-9543
According to our database1,
Antonis I. Sakellarios
authored at least 86 papers
between 2011 and 2023.
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Bibliography
2023
OCT sequence registration before and after percutaneous coronary intervention (stent implantation).
Biomed. Signal Process. Control., 2023
Machine Learning Models Predict the Need of Amputation and/or Peripheral Artery Revascularization in Hypertensive Patients Within 7-Years Follow-Up.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
TAXINOMISIS: A cloud - based platform for risk profiling and patient specific management of the carotid artery disease.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Graph-guided Gaussian Process-based Diagnosis of CVD Severity with Uncertainty Measures.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
A Machine Learning Model for the prediction of the progression of carotid arterial stenoses.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Enhancing risk prediction capabilities in patients with carotid artery disease using a 2-level computational approach.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Accurate adventitia reconstruction; significant or not in atherosclerotic plaque growth simulationsƒ A comparative study.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
A comparison study on creating simulated patient data for individuals suffering from chronic coronary disorders.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Cleverballoon: An integrated approach for developing a drug-coated balloon with everolimus.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Gaussian Process-based Active Learning for Efficient Cardiovascular Disease Inference.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
Machine Learning Models Predict Fatal Myocardial Infarction Within 10-Years Follow-Up Utilizing Explainable AI.
Proceedings of the 23rd IEEE International Conference on Bioinformatics and Bioengineering, 2023
Distilling knowledge from high quality biobank data towards the discovery of risk factors for patients with cardiovascular diseases and depression.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023
2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Prediction of the atherosclerotic plaque development in carotid arteries; the effect of T-cells.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Investigation of crimping effects on the stent deployment through in silico modeling.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
An in silico trials platform for the evaluation of stent design effect in post-implantation outcomes.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
A proof-of-concept study for the simulation of blood flow in a post arterial segment for different blood rheology models.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Computational modeling of atherosclerotic plaque progression through an efficient 3D agent-based modeling approach.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
Machine Learning Models to Predict Myocardial Infarction Within 10-Years Follow-up of Cardiovascular Disease Progression.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
Metabolomics in the prediction of prodromal stages of carotid artery disease using a hybrid ML algorithm.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
2021
A proof-of-concept study for the prediction of the de-novo atherosclerotic plaque development using finite elements<sup>*</sup>.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Computational modeling of atherosclerotic plaque progression in carotid lesions with moderate degree of stenosis<sup>*</sup>.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Investigation of Drug Eluting Stents performance in human atherosclerotic artery through in silico modeling.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
A Machine Learning Model for the Identification of High risk Carotid Atherosclerotic Plaques.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
An in silico trials platform for the evaluation of effect of the arterial anatomy configuration on stent implantation<sup>*</sup>.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
A hybrid data harmonization workflow using word embeddings for the interlinking of heterogeneous cross-domain clinical data structures.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021
2020
Enterp. Inf. Syst., 2020
Validation study of a novel method for the 3D reconstruction of coronary bifurcations.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
The effect of the stenosis location at a coronary arterial bifurcation: a parametric study.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Prediction of atherosclerotic disease progression combining computational modelling with machine learning.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Prediction of the development of coronary atherosclerotic plaques using computational modeling in 3D reconstructed coronary arteries.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Site specific prediction of PCI stenting based on imaging and biomechanics data using gradient boosting tree ensembles.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Wall shear stress alterations at left atrium and left atrial appendage employing abnormal blood velocity profiles.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
A three-dimensional quantification of calcified and non-calcified plaques in coronary arteries based on computed tomography coronary angiography images: Comparison with expert's annotations and virtual histology intravascular ultrasound.
Comput. Biol. Medicine, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
The effect of error propagation in the 3D reconstruction of coronary segments using CTCA images on crucial hemodynamic parameters.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Predictive Models of Coronary Artery Disease Based on Computational Modeling: The SMARTool System.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
A computational multi-level atherosclerotic plaque growth model for coronary arteries.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Site specific prediction of atherosclerotic plaque progression using computational biomechanics and machine learning.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
A new method for the 3D reconstruction of coronary bifurcations pre and post the angioplasty procedure using the QCA.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Atherosclerotic Plaque Growth Prediction in Coronary Arteries using a Computational Multi-level Model: The Effect of Diabetes.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
A Novel Methodology for Detection of Lumen, Outer Wall, Plaques and Stent Struts in Coronary Arteries Using Optical Coherence Tomography.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
BioCoStent: A Holistic Approach for Development of a Drug-Eluting Stent with Retinoic Acid.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
2018
EAI Endorsed Trans. Pervasive Health Technol., 2018
3D reconstruction of coronary arteries and atherosclerotic plaques based on computed tomography angiography images.
Biomed. Signal Process. Control., 2018
Comparison of 3D reconstruction methods based on different cardiovascular imaging: a study of multimodality reconstruction method.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 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
A Machine Learning Approach for the Prediction of the Progression of Cardiovascular Disease based on Clinical and Non-Invasive Imaging Data.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
Prediction of Atherosclerotic Plaque Development in an In Vivo Coronary Arterial Segment Based on a Multilevel Modeling Approach.
IEEE Trans. Biomed. Eng., 2017
Computational estimation of the hemodynamic significance of coronary stenoses in arterial branches deriving from CCTA: A proof-of-concept study.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
SMARTool: A tool for clinical decision support for the management of patients with coronary artery disease based on modeling of atherosclerotic plaque process.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
A novel hybrid approach for reconstruction of coronary bifurcations using angiography and OCT.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Non-invasive Assessment of Coronary Stenoses and Comparison to Invasive Techniques: A Proof-of-Concept Study.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
Proceedings of the 17th IEEE International Conference on Bioinformatics and Bioengineering, 2017
2016
Int. J. Semantic Comput., 2016
Three-dimensional reconstruction of coronary arteries and plaque morphology using CT angiography - comparison and registration with IVUS.
BMC Medical Imaging, 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
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
IEEE J. Biomed. Health Informatics, 2015
Error propagation in the characterization of atheromatic plaque types based on imaging.
Comput. Methods Programs Biomed., 2015
Computerized methodology for micro-CT and histological data inflation using an IVUS based translation map.
Comput. Biol. Medicine, 2015
Effect of modeling parameters on the frequency response of the middle ear by means of finite element analysis.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Validation study of a 3D-QCA coronary reconstruction method using a hybrid intravascular ultrasound and angiography reconstruction method and patient-specific Fractional Flow Reserve data.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
A proof-of-concept study for predicting the region of atherosclerotic plaque development based on plaque growth modeling in carotid arteries.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Prediction of atheromatic plaque evolution in carotids using features extracted from the arterial geometry.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Three-dimensional reconstruction of coronary arteries and plaque morphology using CT angiography - comparison and registration using IVUS.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
An unsupervised methodology for the detection of epileptic seizures in long-term EEG signals.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Fluid-structure interaction analysis of anastomosis in patient specific arterial segment.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
2014
Assessing the hemodynamic influence between multiple lesions in a realistic right coronary artery segment: A computational study.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Randomly generated realistic vessel geometry using spline interpolation and 2D Perlin noise.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
2013
Computational assessment of the fractional flow reserve from intravascular ultrasound and coronary angiography data: A pilot study.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 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
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
Modeling stent deployment in realistic arterial segment geometries: The effect of the plaque composition.
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
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
3D reconstruction of coronary arteries using Frequency Domain Optical Coherence Tomography images and biplane angiography.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
IEEE Trans. Biomed. Eng., 2011