Lampros K. Michalis

62 papers B 3C 3Journal 20Unranked 36

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Advancing in Silico Clinical Trials for Regulatory Adoption and Innovation. IEEE J. Biomed. Health Informatics Georgia S. Karanasiou, Elazer Edelman, François-Henri Boissel, Robert Byrne, Luca Emili, Martin Fawdry, Nenad Filipovic, David Flynn, Liesbet Geris, Alfons G. Hoekstra, Maria Cristina Jori, Ali Kiapour, Dejan Krsmanovic, Thierry Marchal, Flora Musuamba, Francesco Pappalardo, Lorenza Petrini, Markus Reiterer, Marco Viceconti, Klaus Zeier, Lampros K. Michalis, Dimitrios I. Fotiadis
2023	J	`jnl`	OCT sequence registration before and after percutaneous coronary intervention (stent implantation). Biomed. Signal Process. Control. 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
2022	—	`conf`	An in silico trials platform for the evaluation of stent design effect in post-implantation outcomes. EMBC 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 C. Katsouras, Lampros K. Michalis, Dimitrios I. Fotiadis
2022	—	`conf`	Machine Learning Models for Cardiovascular Disease Events Prediction. EMBC Konstantina Tsarapatsani, Antonis I. Sakellarios, Vasileios C. Pezoulas, Vassilis D. Tsakanikas, Marcus E. Kleber, Winfried März, Lampros K. Michalis, Dimitrios I. Fotiadis
2022	—	`conf`	Segmentation of left atrium using CT images and a deep learning model. EMBC 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
2021	—	`conf`	A proof-of-concept study for the prediction of the de-novo atherosclerotic plaque development using finite elements EMBC 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
2020	J	`jnl`	A Domain Enriched Deep Learning Approach to Classify Atherosclerosis Using Intravascular Ultrasound Imaging. IEEE J. Sel. Top. Signal Process. Max L. Olender, Lambros S. Athanasiou, Lampros K. Michalis, Dimitris I. Fotiadis, Elazer R. Edelman
2020	—	`conf`	Prediction of atherosclerotic disease progression combining computational modelling with machine learning. EMBC 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
2020	—	`conf`	Site specific prediction of PCI stenting based on imaging and biomechanics data using gradient boosting tree ensembles. EMBC 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
2020	—	`conf`	The effect of the stenosis location at a coronary arterial bifurcation: a parametric study. EMBC Panagiotis K. Siogkas, Lampros Lakkas, Antonis I. Sakellarios, Lampros K. Michalis, Dimitrios I. Fotiadis
2020	—	`conf`	Validation study of a novel method for the 3D reconstruction of coronary bifurcations. EMBC 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
2020	—	`conf`	Wall shear stress alterations at left atrium and left atrial appendage employing abnormal blood velocity profiles. EMBC Grigoris I. Grigoriadis, Antonis I. Sakellarios, Ioanna Kosmidou, Katerina K. Naka, Christopher Ellis, Lampros K. Michalis, Dimitrios I. Fotiadis
2019	—	`conf`	A comparison of three multimodality coronary 3D reconstruction methods. EMBC Panagiota I. Tsompou, Panagiotis K. Siogkas, Antonis I. Sakellarios, Ioannis O. Andrikos, Vassiliki I. Kigka, Pedro A. Lemos, Lampros K. Michalis, Dimitrios I. Fotiadis
2019	—	`conf`	A computational multi-level atherosclerotic plaque growth model for coronary arteries. EMBC 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
2019	—	`conf`	A new method for the 3D reconstruction of coronary bifurcations pre and post the angioplasty procedure using the QCA. EMBC Ioannis O. Andrikos, Antonis I. Sakellarios, Panagiotis K. Siogkas, Panagiota I. Tsompou, Vassiliki I. Kigka, Lampros K. Michalis, Dimitrios I. Fotiadis
2019	J	`jnl`	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 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
2019	—	`conf`	Site specific prediction of atherosclerotic plaque progression using computational biomechanics and machine learning. EMBC Vassiliki I. Kigka, Antonis I. Sakellarios, Panagiota Tsompou, Savvas K. Kyriakidis, Panagiotis K. Siogkas, Ioannis O. Andrikos, Lampros K. Michalis, Dimitrios I. Fotiadis
2019	—	`conf`	The effect of error propagation in the 3D reconstruction of coronary segments using CTCA images on crucial hemodynamic parameters. EMBC Panagiotis K. Siogkas, Antonis I. Sakellarios, Savvas K. Kyriakidis, Constantinos D. Anagnostopoulos, Gualtiero Pelosi, Silvia Rocchiccioli, Lampros K. Michalis, Dimitrios I. Fotiadis
2018	J	`jnl`	3D reconstruction of coronary arteries and atherosclerotic plaques based on computed tomography angiography images. Biomed. Signal Process. Control. 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
2018	—	`conf`	A Machine Learning Approach for the Prediction of the Progression of Cardiovascular Disease based on Clinical and Non-Invasive Imaging Data. EMBC 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
2018	—	`conf`	Comparison of 3D reconstruction methods based on different cardiovascular imaging: a study of multimodality reconstruction method. EMBC Panagiota I. Tsompou, Antonis I. Sakellarios, Panagiotis K. Siogkas, Ioannis O. Andrikos, Vassiliki I. Kigka, Pedro A. Lemos, Lampros K. Michalis, Dimitrios I. Fotiadis
2018	—	`conf`	In Silico analysis of stent deployment- effect of stent design. EMBC Georgia S. Karanasiou, Nikolaos S. Tachos, Antonios I. Sakellarios, Claire Conway, Giancarlo Pennati, Lorenza Petrini, Lampros K. Michalis, Elazer R. Edelman, Dimitrios I. Fotiadis
2017	—	`conf`	A novel hybrid approach for reconstruction of coronary bifurcations using angiography and OCT. EMBC 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
2017	—	`conf`	Computational estimation of the hemodynamic significance of coronary stenoses in arterial branches deriving from CCTA: A proof-of-concept study. EMBC Panagiotis K. Siogkas, George Rigas, Themis P. Exarchos, Antonis I. Sakellarios, Michail I. Papafaklis, Gualtiero Pelosi, Oberdan Parodi, Lampros K. Michalis, Dimitrios I. Fotiadis
2017	C	`conf`	In Silico Assessment of the effects of Material on Stent Deployment. BIBE Georgia S. Karanasiou, Nikolaos S. Tachos, Antonios I. Sakellarios, Lampros K. Michalis, Claire Conway, Elazer R. Edelman, Dimitrios I. Fotiadis
2017	B	`conf`	Non-invasive Assessment of Coronary Stenoses and Comparison to Invasive Techniques: A Proof-of-Concept Study. CBMS Panagiota I. Tsompou, Panagiotis K. Siogkas, Antonis I. Sakellarios, Pedro A. Lemos, Lampros K. Michalis, Dimitrios I. Fotiadis
2017	J	`jnl`	Prediction of Atherosclerotic Plaque Development in an In Vivo Coronary Arterial Segment Based on a Multilevel Modeling Approach. IEEE Trans. Biomed. Eng. 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
2016	—	`conf`	3-D registration on carotid artery imaging data: MRI for different timesteps. EMBC Paschalis A. Bizopoulos, Antonis I. Sakellarios, Lampros K. Michalis, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis
2016	—	`conf`	Computational estimation of the severity of coronary lesions with intravascular ultrasound images: A pilot study. EMBC Panagiotis K. Siogkas, Michail I. Papafaklis, Bill D. Gogas, Habib Samady, Lampros K. Michalis, Dimitrios I. Fotiadis
2016	J	`jnl`	Three-dimensional reconstruction of coronary arteries and plaque morphology using CT angiography - comparison and registration with IVUS. BMC Medical Imaging 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
2015	J	`jnl`	A Multiscale Approach for Modeling Atherosclerosis Progression. IEEE J. Biomed. Health Informatics 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
2015	—	`conf`	A proof-of-concept study for predicting the region of atherosclerotic plaque development based on plaque growth modeling in carotid arteries. EMBC 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
2015	J	`jnl`	Computerized methodology for micro-CT and histological data inflation using an IVUS based translation map. Comput. Biol. Medicine 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
2015	J	`jnl`	Error propagation in the characterization of atheromatic plaque types based on imaging. Comput. Methods Programs Biomed. 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
2015	—	`conf`	Prediction of atheromatic plaque evolution in carotids using features extracted from the arterial geometry. EMBC Paschalis A. Bizopoulos, Antonis I. Sakellarios, Dimitrios D. Koutsouris, Jannis Kountouras, Lazaros Kostretzis, Stella Karagergou, Lampros K. Michalis, Dimitrios I. Fotiadis
2015	—	`conf`	Three-dimensional reconstruction of coronary arteries and plaque morphology using CT angiography - comparison and registration using IVUS. EMBC 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
2015	—	`conf`	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 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
2014	—	`conf`	Assessing the hemodynamic influence between multiple lesions in a realistic right coronary artery segment: A computational study. EMBC 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
2014	—	`conf`	Finite element analysis of stent implantation in a three-dimensional reconstructed arterial segment. EMBC 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
2014	—	`conf`	Methodology for micro-CT data inflation using intravascular ultrasound images. EMBC 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
2014	—	`conf`	Randomly generated realistic vessel geometry using spline interpolation and 2D Perlin noise. BHI Paschalis A. Bizopoulos, Antonis I. Sakellarios, Dimitrios D. Koutsouris, Dimitra Iliopoulou, Lampros K. Michalis, Dimitrios I. Fotiadis
2013	—	`conf`	Computational assessment of the fractional flow reserve from intravascular ultrasound and coronary angiography data: A pilot study. EMBC 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
2013	—	`conf`	Fully automated calcium detection using optical coherence tomography. EMBC 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
2013	C	`conf`	Modeling atherosclerotic plaque growth: A case report based on a 3D geometry of left coronary arterial tree from computed tomography. BIBE 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
2013	C	`conf`	Modeling stent deployment in realistic arterial segment geometries: The effect of the plaque composition. BIBE 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
2013	—	`conf`	Prediction of coronary atherosclerosis progression using dynamic Bayesian networks. EMBC Konstantinos P. Exarchos, Themis P. Exarchos, Christos V. Bourantas, Michail I. Papafaklis, Katerina K. Naka, Lampros K. Michalis, Oberdan Parodi, Dimitrios I. Fotiadis
2013	—	`conf`	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 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
2012	—	`conf`	3D reconstruction of coronary arteries using Frequency Domain Optical Coherence Tomography images and biplane angiography. EMBC 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
2012	J	`jnl`	A Novel Semiautomated Atherosclerotic Plaque Characterization Method Using Grayscale Intravascular Ultrasound Images: Comparison With Virtual Histology. IEEE Trans. Inf. Technol. Biomed. Lambros S. Athanasiou, Petros S. Karvelis, Vasilis D. Tsakanikas, Katerina K. Naka, Lampros K. Michalis, Christos V. Bourantas, Dimitrios I. Fotiadis
2011	—	`conf`	Atherosclerotic plaque characterization in Optical Coherence Tomography images. EMBC Lambros S. Athanasiou, Themis P. Exarchos, K. K. Naka, Lampros K. Michalis, Francesco Prati, Dimitrios I. Fotiadis
2011	J	`jnl`	Multiscale - Patient-Specific Artery and Atherogenesis Models. IEEE Trans. Biomed. Eng. 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
2008	J	`jnl`	Automated Diagnosis of Coronary Artery Disease Based on Data Mining and Fuzzy Modeling. IEEE Trans. Inf. Technol. Biomed. Markos G. Tsipouras, Themis P. Exarchos, Dimitrios I. Fotiadis, Anna P. Kotsia, K. V. Vakalis, K. K. Naka, Lampros K. Michalis
2007	J	`jnl`	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 Themis P. Exarchos, Markos G. Tsipouras, Costas P. Exarchos, Costas Papaloukas, Dimitrios I. Fotiadis, Lampros K. Michalis
2007	J	`jnl`	Phase Resetting in One-Dimensional Model of the Sinoatrial Node. IEEE Trans. Biomed. Eng. Dimitrios G. Tsalikakis, Dimitrios I. Fotiadis, Lampros K. Michalis, George P. Kremmydas
2007	J	`jnl`	Phase response characteristics of sinoatrial node cells. Comput. Biol. Medicine Dimitrios G. Tsalikakis, Henngui G. Zhang, Dimitrios I. Fotiadis, George P. Kremmydas, Lampros K. Michalis
2006	B	`conf`	A Decision Support System for the Diagnosis of Coronary Artery Disease. CBMS Markos G. Tsipouras, Themis P. Exarchos, Dimitrios I. Fotiadis, Anna P. Kotsia, Aikaterinh Naka, Lampros K. Michalis
2006	J	`jnl`	An association rule mining-based methodology for automated detection of ischemic ECG beats. IEEE Trans. Biomed. Eng. Themis P. Exarchos, Costas Papaloukas, Dimitrios I. Fotiadis, Lampros K. Michalis
2004	J	`jnl`	An Automated Method for Lumen and Media-Adventitia Border Detection in a Sequence of IVUS Frames. IEEE Trans. Inf. Technol. Biomed. Marina E. Plissiti, Dimitrios I. Fotiadis, Lampros K. Michalis, G. E. Bozios
2004	J	`jnl`	Automated ischemic beat classification using genetic algorithms and multicriteria decision analysis. IEEE Trans. Biomed. Eng. Yorgos Goletsis, Costas Papaloukas, Dimitrios I. Fotiadis, Aristidis Likas, Lampros K. Michalis
2003	—	`conf`	Three dimensional coronary artery reconstruction using fusion of intravascular ultrasound and biplane angiography. CARS Christos V. Bourantas, Dimitrios I. Fotiadis, Iraklis C. Kourtis, Lampros K. Michalis, Marina E. Plissiti
2002	J	`jnl`	An ischemia detection method based on artificial neural networks. Artif. Intell. Medicine Costas Papaloukas, Dimitrios I. Fotiadis, Aristidis Likas, Lampros K. Michalis
2000	B	`conf`	A robust knowledge-based technique for ischemia detection in noisy ECGs. KES Costas Papaloukas, Dimitrios I. Fotiadis, Aristidis Likas, Athanasios P. Liavas, Lampros K. Michalis