Lampros K. Michalis

Orcid: 0000-0001-8834-4462

According to our database1, Lampros K. Michalis authored at least 61 papers between 2000 and 2023.

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

Timeline

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Bibliography

2023
OCT sequence registration before and after percutaneous coronary intervention (stent implantation).
Biomed. Signal Process. Control., 2023

2022
Machine Learning Models for Cardiovascular Disease Events Prediction.
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

Segmentation of left atrium using CT images and a deep learning model.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 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

2020
A Domain Enriched Deep Learning Approach to Classify Atherosclerosis Using Intravascular Ultrasound Imaging.
IEEE J. Sel. Top. Signal Process., 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

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

A comparison of three multimodality coronary 3D reconstruction methods.
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

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

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 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

In Silico analysis of stent deployment- effect of stent design.
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

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

In Silico Assessment of the effects of Material on Stent Deployment.
Proceedings of the 17th IEEE International Conference on Bioinformatics and Bioengineering, 2017

2016
Three-dimensional reconstruction of coronary arteries and plaque morphology using CT angiography - comparison and registration with IVUS.
BMC Medical Imaging, 2016

Computational estimation of the severity of coronary lesions with intravascular ultrasound images: A pilot study.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

3-D registration on carotid artery imaging data: MRI for different timesteps.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
A Multiscale Approach for Modeling Atherosclerosis Progression.
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

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

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

Methodology for micro-CT data inflation using intravascular ultrasound images.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Finite element analysis of stent implantation in a three-dimensional reconstructed arterial segment.
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

Prediction of coronary atherosclerosis progression using dynamic Bayesian networks.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Fully automated calcium detection using optical coherence tomography.
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
A Novel Semiautomated Atherosclerotic Plaque Characterization Method Using Grayscale Intravascular Ultrasound Images: Comparison With Virtual Histology.
IEEE Trans. Inf. Technol. Biomed., 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
Multiscale - Patient-Specific Artery and Atherogenesis Models.
IEEE Trans. Biomed. Eng., 2011

Atherosclerotic plaque characterization in Optical Coherence Tomography images.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2008
Automated Diagnosis of Coronary Artery Disease Based on Data Mining and Fuzzy Modeling.
IEEE Trans. Inf. Technol. Biomed., 2008

2007
Phase Resetting in One-Dimensional Model of the Sinoatrial Node.
IEEE Trans. Biomed. Eng., 2007

Phase response characteristics of sinoatrial node cells.
Comput. Biol. Medicine, 2007

A methodology for the automated creation of fuzzy expert systems for ischaemic and arrhythmic beat classification based on a set of rules obtained by a decision tree.
Artif. Intell. Medicine, 2007

2006
An association rule mining-based methodology for automated detection of ischemic ECG beats.
IEEE Trans. Biomed. Eng., 2006

A Decision Support System for the Diagnosis of Coronary Artery Disease.
Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006

2004
An Automated Method for Lumen and Media-Adventitia Border Detection in a Sequence of IVUS Frames.
IEEE Trans. Inf. Technol. Biomed., 2004

Automated ischemic beat classification using genetic algorithms and multicriteria decision analysis.
IEEE Trans. Biomed. Eng., 2004

2003
Three dimensional coronary artery reconstruction using fusion of intravascular ultrasound and biplane angiography.
Proceedings of the CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, 2003

2002
An ischemia detection method based on artificial neural networks.
Artif. Intell. Medicine, 2002

2000
A robust knowledge-based technique for ischemia detection in noisy ECGs.
Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, 2000


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