Lampros K. Michalis

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 29

Top Topics

Coronary Artery

Intravascular Ultrasound

Machine Learning

Computed Tomography

Top Venues

Biomed. Signal Process. Control.

Comput. Biol. Medicine

Publications

Nikos Tsiknakis, Constantinos Spanakis, Panagiota Tsoumpou, Georgia S. Karanasiou, Gianna E. Karanasiou, Antonis I. Sakellarios, George Rigas, Savvas Kyriakidis, Michail I. Papafaklis, Sotiris Nikopoulos, Frank Gijsen, Lampros K. Michalis, Dimitrios I. Fotiadis, Kostas Marias
OCT sequence registration before and after percutaneous coronary intervention (stent implantation). Biomed. Signal Process. Control. 79 (Part) (2023)
Konstantina Tsarapatsani, Antonis I. Sakellarios, Vasileios C. Pezoulas, Vassilis D. Tsakanikas, Marcus E. Kleber, Winfried März, Lampros K. Michalis, Dimitrios I. Fotiadis
Machine Learning Models for Cardiovascular Disease Events Prediction. EMBC (2022)
Georgia S. Karanasiou, Panagiota I. Tsompou, Nikolaos S. Tachos, Gianna E. Karanasiou, Antonis I. Sakellarios, Savvas K. Kyriakidis, Luca Antonini, Giancarlo Pennati, Lorenza Petrini, Frank Gijsen, Ted J. Vaughan, Christos Katsouras, Lampros K. Michalis, Dimitrios I. Fotiadis
An in silico trials platform for the evaluation of stent design effect in post-implantation outcomes. EMBC (2022)
Grigoris I. Grigoriadis, Dimitrios G. Zaridis, Vasileios C. Pezoulas, Sotiris Nikopoulos, Antonis I. Sakellarios, Nikolaos S. Tachos, Katerina K. Naka, Lampros K. Michalis, Dimitrios I. Fotiadis
Segmentation of left atrium using CT images and a deep learning model. EMBC (2022)
Antonis I. Sakellarios, Panagiota Tsompou, Vassiliki Kigka, Gianna E. Karanasiou, Konstantina Tsarapatsani, Savvas K. Kyriakidis, Georgia S. Karanasiou, Panagiotis K. Siogkas, Sotiris Nikopoulos, Silvia Rocchiccioli, Gualtiero Pelosi, Lampros K. Michalis, Dimitrios I. Fotiadis
. EMBC (2021)
Grigoris I. Grigoriadis, Antonis I. Sakellarios, Ioanna Kosmidou, Katerina K. Naka, Christopher Ellis, Lampros K. Michalis, Dimitrios I. Fotiadis
Wall shear stress alterations at left atrium and left atrial appendage employing abnormal blood velocity profiles. EMBC (2020)
Max L. Olender, Lambros S. Athanasiou, Lampros K. Michalis, Dimitris I. Fotiadis, Elazer R. Edelman
A Domain Enriched Deep Learning Approach to Classify Atherosclerosis Using Intravascular Ultrasound Imaging. IEEE J. Sel. Top. Signal Process. 14 (6) (2020)
Vassiliki I. Kigka, Antonis I. Sakellarios, Eleni I. Georga, Panagiotis K. Siogkas, Panagiota Tsompou, Savvas K. Kyriakidis, Silvia Rocchiccioli, Gualtiero Pelosi, Katerina K. Naka, Lampros K. Michalis, Dimitrios I. Fotiadis
Site specific prediction of PCI stenting based on imaging and biomechanics data using gradient boosting tree ensembles. EMBC (2020)
Antonis I. Sakellarios, Vasileios C. Pezoulas, Christos V. Bourantas, Katerina K. Naka, Lampros K. Michalis, Patrick W. Serruys, Gregg Stone, Hector M. Garcia-Garcia, Dimitrios I. Fotiadis
Prediction of atherosclerotic disease progression combining computational modelling with machine learning. EMBC (2020)
Panagiotis K. Siogkas, Lampros Lakkas, Antonis I. Sakellarios, Lampros K. Michalis, Dimitrios I. Fotiadis
The effect of the stenosis location at a coronary arterial bifurcation: a parametric study. EMBC (2020)
Panagiota I. Tsompou, Ioannis O. Andrikos, Georgia S. Karanasiou, Antonis I. Sakellarios, Nikolaos Tsigkas, Vassiliki I. Kigka, Savvas K. Kyriakidis, Lampros K. Michalis, Dimitrios I. Fotiadis
Validation study of a novel method for the 3D reconstruction of coronary bifurcations. EMBC (2020)
Vassiliki I. Kigka, Antonis I. Sakellarios, Panagiota Tsompou, Savvas K. Kyriakidis, Panagiotis K. Siogkas, Ioannis O. Andrikos, Lampros K. Michalis, Dimitrios I. Fotiadis
Site specific prediction of atherosclerotic plaque progression using computational biomechanics and machine learning. EMBC (2019)
Dimitrios Pleouras, Antonis I. Sakellarios, Savvas K. Kyriakidis, Vassiliki Kigka, Panagiotis K. Siogkas, Panagiota Tsompou, Nikolaos S. Tachos, Elena Georga, Ioannis O. Andrikos, Silvia Rocchiccioli, Gualtiero Pelosi, Lampros K. Michalis, Dimitrios I. Fotiadis
A computational multi-level atherosclerotic plaque growth model for coronary arteries. EMBC (2019)
Panagiotis K. Siogkas, Antonis I. Sakellarios, Savvas K. Kyriakidis, Constantinos D. Anagnostopoulos, Gualtiero Pelosi, Silvia Rocchiccioli, Lampros K. Michalis, Dimitrios I. Fotiadis
The effect of error propagation in the 3D reconstruction of coronary segments using CTCA images on crucial hemodynamic parameters. EMBC (2019)
Ioannis O. Andrikos, Antonis I. Sakellarios, Panagiotis K. Siogkas, Panagiota I. Tsompou, Vassiliki I. Kigka, Lampros K. Michalis, Dimitrios I. Fotiadis
A new method for the 3D reconstruction of coronary bifurcations pre and post the angioplasty procedure using the QCA. EMBC (2019)
Vassiliki I. Kigka, Antonis I. Sakellarios, Savvas K. Kyriakidis, George Rigas, Lambros S. Athanasiou, Panagiotis K. Siogkas, Panagiota Tsompou, Dimitra Loggitsi, Dominik C. Benz, Ronny Buechel, Pedro A. Lemos, Gualtiero Pelosi, Lampros K. Michalis, Dimitrios I. Fotiadis
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 113 (2019)
Panagiota I. Tsompou, Panagiotis K. Siogkas, Antonis I. Sakellarios, Ioannis O. Andrikos, Vassiliki I. Kigka, Pedro A. Lemos, Lampros K. Michalis, Dimitrios I. Fotiadis
A comparison of three multimodality coronary 3D reconstruction methods. EMBC (2019)
Vassiliki I. Kigka, Eleni I. Georga, Antonis I. Sakellarios, Nikolaos S. Tachos, Ioannis O. Andrikos, Panagiota Tsompou, Silvia Rocchiccioli, Gualtiero Pelosi, Oberdan Parodi, Lampros K. Michalis, Dimitrios I. Fotiadis
A Machine Learning Approach for the Prediction of the Progression of Cardiovascular Disease based on Clinical and Non-Invasive Imaging Data. EMBC (2018)
Georgia S. Karanasiou, Nikolaos S. Tachos, Antonios I. Sakellarios, Claire Conway, Giancarlo Pennati, Lorenza Petrini, Lampros K. Michalis, Elazer R. Edelman, Dimitrios I. Fotiadis
In Silico analysis of stent deployment- effect of stent design. EMBC (2018)
Panagiota I. Tsompou, Antonis I. Sakellarios, Panagiotis K. Siogkas, Ioannis O. Andrikos, Vassiliki I. Kigka, Pedro A. Lemos, Lampros K. Michalis, Dimitrios I. Fotiadis
Comparison of 3D reconstruction methods based on different cardiovascular imaging: a study of multimodality reconstruction method. EMBC (2018)
Vassiliki Kigka, George Rigas, Antonis I. Sakellarios, Panagiotis K. Siogkas, Ioannis O. Andrikos, Themis P. Exarchos, Dimitra Loggitsi, Constantinos D. Anagnostopoulos, Lampros K. Michalis, Danilo Neglia, Gualtiero Pelosi, Oberdan Parodi, Dimitrios I. Fotiadis
3D reconstruction of coronary arteries and atherosclerotic plaques based on computed tomography angiography images. Biomed. Signal Process. Control. 40 (2018)
Ioannis O. Andrikos, Antonis I. Sakellarios, Panagiotis K. Siogkas, George Rigas, Themis P. Exarchos, Lambros S. Athanasiou, Antonis Karanasos, Kostas Toutouzas, Dimitris Tousoulis, Lampros K. Michalis, Dimitrios I. Fotiadis
A novel hybrid approach for reconstruction of coronary bifurcations using angiography and OCT. EMBC (2017)
Georgia S. Karanasiou, Nikolaos S. Tachos, Antonios I. Sakellarios, Lampros K. Michalis, Claire Conway, Elazer R. Edelman, Dimitrios I. Fotiadis
In Silico Assessment of the effects of Material on Stent Deployment. BIBE (2017)
Antonis I. Sakellarios, Lorenz Räber, Christos V. Bourantas, Themis P. Exarchos, Lambros S. Athanasiou, Gualtiero Pelosi, Konstantinos C. Koskinas, Oberdan Parodi, Katerina K. Naka, Lampros K. Michalis, Patrick W. Serruys, Hector M. Garcia-Garcia, Stephan Windecker, Dimitrios I. Fotiadis
Prediction of Atherosclerotic Plaque Development in an In Vivo Coronary Arterial Segment Based on a Multilevel Modeling Approach. IEEE Trans. Biomed. Eng. 64 (8) (2017)
Panagiotis K. Siogkas, George Rigas, Themis P. Exarchos, Antonis I. Sakellarios, Michail I. Papafaklis, Gualtiero Pelosi, Oberdan Parodi, Lampros K. Michalis, Dimitrios I. Fotiadis
Computational estimation of the hemodynamic significance of coronary stenoses in arterial branches deriving from CCTA: A proof-of-concept study. EMBC (2017)
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. CBMS (2017)
Lambros S. Athanasiou, George Rigas, Antonis I. Sakellarios, Themis P. Exarchos, Panagiotis K. Siogkas, Christos V. Bourantas, Hector M. Garcia-Garcia, Pedro A. Lemos, Breno A. Falcao, Lampros K. Michalis, Oberdan Parodi, Federico Vozzi, Dimitrios I. Fotiadis
Three-dimensional reconstruction of coronary arteries and plaque morphology using CT angiography - comparison and registration with IVUS. BMC Medical Imaging 16 (2016)
Panagiotis K. Siogkas, Michail I. Papafaklis, Bill D. Gogas, Habib Samady, Lampros K. Michalis, Dimitrios I. Fotiadis
Computational estimation of the severity of coronary lesions with intravascular ultrasound images: A pilot study. EMBC (2016)
Paschalis A. Bizopoulos, Antonis I. Sakellarios, Lampros K. Michalis, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis
3-D registration on carotid artery imaging data: MRI for different timesteps. EMBC (2016)
Lambros S. Athanasiou, George A. Rigas, Antonis I. Sakellarios, Themis P. Exarchos, Panagiotis K. Siogkas, Katerina K. Naka, Daniele Panetta, Gualtiero Pelosi, Federico Vozzi, Lampros K. Michalis, Oberdan Parodi, Dimitrios I. Fotiadis
Computerized methodology for micro-CT and histological data inflation using an IVUS based translation map. Comput. Biol. Medicine 65 (2015)
Konstantinos P. Exarchos, Clara Carpegianni, Georgios Rigas, Themis P. Exarchos, Federico Vozzi, Antonis I. Sakellarios, Paolo Marraccini, Katerina K. Naka, Lampros K. Michalis, Oberdan Parodi, Dimitrios I. Fotiadis
A Multiscale Approach for Modeling Atherosclerosis Progression. IEEE J. Biomed. Health Informatics 19 (2) (2015)
Lambros S. Athanasiou, George Rigas, Antonis I. Sakellarios, Christos V. Bourantas, Kostas A. Stefanou, Evangelos Fotiou, Themis P. Exarchos, Panagiotis K. Siogkas, Katerina K. Naka, Oberdan Parodi, Federico Vozzi, Zhongzhao Teng, Victoria E. L. Young, Jonathan Gillard, Francesco Prati, Lampros K. Michalis, Dimitrios I. Fotiadis
Error propagation in the characterization of atheromatic plaque types based on imaging. Comput. Methods Programs Biomed. 121 (3) (2015)
Panagiotis K. Siogkas, Lambros S. Athanasiou, Antonis I. Sakellarios, Kostas A. Stefanou, Themis P. Exarchos, Michail I. Papafaklis, Katerina K. Naka, Oberdan Parodi, Lampros K. Michalis, Dimitrios I. Fotiadis
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. EMBC (2015)
Paschalis A. Bizopoulos, Antonis I. Sakellarios, Dimitrios D. Koutsouris, Jannis Kountouras, Lazaros Kostretzis, Stella Karagergou, Lampros K. Michalis, Dimitrios I. Fotiadis
Prediction of atheromatic plaque evolution in carotids using features extracted from the arterial geometry. EMBC (2015)
Lambros S. Athanasiou, George A. Rigas, Antonios I. Sakellarios, Themis P. Exarchos, Panagiotis K. Siogkas, Lampros K. Michalis, Oberdan Parodi, Federico Vozzi, Dimitrios I. Fotiadis
Three-dimensional reconstruction of coronary arteries and plaque morphology using CT angiography - comparison and registration using IVUS. EMBC (2015)
Antonis I. Sakellarios, Paschalis A. Bizopoulos, Kostas A. Stefanou, Lambros S. Athanasiou, Michail I. Papafaklis, Christos V. Bourantas, Katerina K. Naka, Lampros K. Michalis, Dimitrios I. Fotiadis
A proof-of-concept study for predicting the region of atherosclerotic plaque development based on plaque growth modeling in carotid arteries. EMBC (2015)
George A. Rigas, Lambros S. Athanasiou, Antonios I. Sakellarios, Themis P. Exarchos, Panagiotis K. Siogkas, Katerina K. Naka, Daniele Panetta, Gualtiero Pelosi, Lampros K. Michalis, Oberdan Parodi, Dimitrios I. Fotiadis
Methodology for micro-CT data inflation using intravascular ultrasound images. EMBC (2014)
Paschalis A. Bizopoulos, Antonis I. Sakellarios, Dimitrios D. Koutsouris, Dimitra Iliopoulou, Lampros K. Michalis, Dimitrios I. Fotiadis
Randomly generated realistic vessel geometry using spline interpolation and 2D Perlin noise. BHI (2014)
Panagiotis K. Siogkas, Antonis I. Sakellarios, Michail I. Papafaklis, Kostas A. Stefanou, Lambros M. Athanasiou, Themis P. Exarchos, Katerina K. Naka, Lampros K. Michalis, Dimitrios I. Fotiadis
Assessing the hemodynamic influence between multiple lesions in a realistic right coronary artery segment: A computational study. EMBC (2014)
Georgia S. Karanasiou, Claire Conway, Michail I. Papafaklis, Augusto C. Lopes, Kostas A. Stefanou, Lambros S. Athanasiou, Lampros K. Michalis, Elazer R. Edelman, Dimitrios I. Fotiadis
Finite element analysis of stent implantation in a three-dimensional reconstructed arterial segment. EMBC (2014)
Antonis I. Sakellarios, Panagiotis K. Siogkas, Lambros S. Athanasiou, Themis P. Exarchos, Michail I. Papafaklis, Christos V. Bourantas, Katerina K. Naka, Dimitra Iliopoulou, Lampros K. Michalis, Nenad Filipovic, Oberdan Parodi, Dimitrios I. Fotiadis
Modeling atherosclerotic plaque growth: A case report based on a 3D geometry of left coronary arterial tree from computed tomography. BIBE (2013)
Lambros S. Athanasiou, Christos V. Bourantas, George A. Rigas, Themis P. Exarchos, Antonis I. Sakellarios, Panagiotis K. Siogkas, Michail I. Papafaklis, Katerina K. Naka, Lampros K. Michalis, Francesco Prati, Dimitrios I. Fotiadis
Fully automated calcium detection using optical coherence tomography. EMBC (2013)
Antonis I. Sakellarios, Panagiotis K. Siogkas, Lambros S. Athanasiou, Themis P. Exarchos, Michail I. Papafaklis, Christos V. Bourantas, Katerina K. Naka, Lampros K. Michalis, Nenad Filipovic, Oberdan Parodi, Dimitrios I. Fotiadis
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. EMBC (2013)
Georgia S. Karanasiou, Antonios I. Sakellarios, Evanthia E. Tripoliti, Euripides G. M. Petrakis, Michalis E. Zervakis, Francesco Migliavacca, Gabriele Dubini, Elena Dordoni, Lampros K. Michalis, Dimitrios I. Fotiadis
Modeling stent deployment in realistic arterial segment geometries: The effect of the plaque composition. BIBE (2013)
Panagiotis K. Siogkas, Michail I. Papafaklis, Antonis I. Sakellarios, Kostas A. Stefanou, Christos V. Bourantas, Lambros M. Athanasiou, Christos V. Bellos, Themis P. Exarchos, Katerina K. Naka, Lampros K. Michalis, Oberdan Parodi, Dimitrios I. Fotiadis
Computational assessment of the fractional flow reserve from intravascular ultrasound and coronary angiography data: A pilot study. EMBC (2013)
Konstantinos P. Exarchos, Themis P. Exarchos, Christos V. Bourantas, Michail I. Papafaklis, Katerina K. Naka, Lampros K. Michalis, Oberdan Parodi, Dimitrios I. Fotiadis
Prediction of coronary atherosclerosis progression using dynamic Bayesian networks. EMBC (2013)
Lambros S. Athanasiou, Christos V. Bourantas, Panagiotis K. Siogkas, Antonis I. Sakellarios, Themis P. Exarchos, Katerina K. Naka, Michail I. Papafaklis, Lampros K. Michalis, Francesco Prati, Dimitrios I. Fotiadis
3D reconstruction of coronary arteries using Frequency Domain Optical Coherence Tomography images and biplane angiography. EMBC (2012)
Lambros S. Athanasiou, Petros S. Karvelis, Vasilis D. Tsakanikas, Katerina K. Naka, Lampros K. Michalis, Christos V. Bourantas, Dimitrios I. Fotiadis
A Novel Semiautomated Atherosclerotic Plaque Characterization Method Using Grayscale Intravascular Ultrasound Images: Comparison With Virtual Histology. IEEE Trans. Inf. Technol. Biomed. 16 (3) (2012)
Panagiotis K. Siogkas, Antonis I. Sakellarios, Themis P. Exarchos, Lambros S. Athanasiou, Evaggelos Karvounis, Kostas A. Stefanou, Evangelos Fotiou, Dimitrios I. Fotiadis, Katerina K. Naka, Lampros K. Michalis, Nenad Filipovic, Oberdan Parodi
Multiscale - Patient-Specific Artery and Atherogenesis Models. IEEE Trans. Biomed. Eng. 58 (12) (2011)
Lambros S. Athanasiou, Themis P. Exarchos, K. K. Naka, Lampros K. Michalis, Francesco Prati, Dimitrios I. Fotiadis
Atherosclerotic plaque characterization in Optical Coherence Tomography images. EMBC (2011)
Markos G. Tsipouras, Themis P. Exarchos, Dimitrios I. Fotiadis, A. P. Kotsia, K. V. Vakalis, K. K. Naka, Lampros K. Michalis
Automated Diagnosis of Coronary Artery Disease Based on Data Mining and Fuzzy Modeling. IEEE Trans. Inf. Technol. Biomed. 12 (4) (2008)
Themis P. Exarchos, Markos G. Tsipouras, Costas P. Exarchos, Costas Papaloukas, Dimitrios I. Fotiadis, Lampros K. Michalis
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 40 (3) (2007)
Dimitrios G. Tsalikakis, Henngui G. Zhang, Dimitrios I. Fotiadis, George P. Kremmydas, Lampros K. Michalis
Phase response characteristics of sinoatrial node cells. Comput. Biol. Medicine 37 (1) (2007)
Dimitrios G. Tsalikakis, Dimitrios I. Fotiadis, Lampros K. Michalis, George P. Kremmydas
Phase Resetting in One-Dimensional Model of the Sinoatrial Node. IEEE Trans. Biomed. Eng. 54 (9) (2007)
Markos G. Tsipouras, Themis P. Exarchos, Dimitrios I. Fotiadis, A. P. Kotsia, Aikaterinh Naka, Lampros K. Michalis
A Decision Support System for the Diagnosis of Coronary Artery Disease. CBMS (2006)
Themis P. Exarchos, Costas Papaloukas, Dimitrios I. Fotiadis, Lampros K. Michalis
An association rule mining-based methodology for automated detection of ischemic ECG beats. IEEE Trans. Biomed. Eng. 53 (8) (2006)
Yorgos Goletsis, Costas Papaloukas, Dimitrios I. Fotiadis, Aristidis Likas, Lampros K. Michalis
Automated ischemic beat classification using genetic algorithms and multicriteria decision analysis. IEEE Trans. Biomed. Eng. 51 (10) (2004)
M. E. Plissiti, Dimitrios I. Fotiadis, Lampros K. Michalis, G. E. Bozios
An Automated Method for Lumen and Media-Adventitia Border Detection in a Sequence of IVUS Frames. IEEE Trans. Inf. Technol. Biomed. 8 (2) (2004)
Christos V. Bourantas, Dimitrios I. Fotiadis, I. C. Kourtis, Lampros K. Michalis, M. E. Plissiti
Three dimensional coronary artery reconstruction using fusion of intravascular ultrasound and biplane angiography. CARS (2003)
Costas Papaloukas, Dimitrios I. Fotiadis, Aristidis Likas, Lampros K. Michalis
An ischemia detection method based on artificial neural networks. Artif. Intell. Medicine 24 (2) (2002)
Costas Papaloukas, Dimitrios I. Fotiadis, Aristidis Likas, Athanasios P. Liavas, Lampros K. Michalis
A robust knowledge-based technique for ischemia detection in noisy ECGs. KES (2000)