A robust knowledge-based technique for ischemia detection in noisy ECGs. - Costas Papaloukas; Dimitrios I. Fotiadis; Aristidis Likas; Athanasios P. Liavas; Lampros K. Michalis (KES, 2000)

An ischemia detection method based on artificial neural networks. - Costas Papaloukas; Dimitrios I. Fotiadis; Aristidis Likas; Lampros K. Michalis (Artif. Intell. Medicine, 2002)

Three dimensional coronary artery reconstruction using fusion of intravascular ultrasound and biplane angiography. - Christos V. Bourantas; Dimitrios I. Fotiadis; Iraklis C. Kourtis; Lampros K. Michalis; Marina E. Plissiti (CARS, 2003)

Automated ischemic beat classification using genetic algorithms and multicriteria decision analysis. - Yorgos Goletsis; Costas Papaloukas; Dimitrios I. Fotiadis; Aristidis Likas; Lampros K. Michalis (IEEE Trans. Biomed. Eng., 2004)

An Automated Method for Lumen and Media-Adventitia Border Detection in a Sequence of IVUS Frames. - Marina E. Plissiti; Dimitrios I. Fotiadis; Lampros K. Michalis; G. E. Bozios (IEEE Trans. Inf. Technol. Biomed., 2004)

A Decision Support System for the Diagnosis of Coronary Artery Disease. - Markos G. Tsipouras; Themis P. Exarchos; Dimitrios I. Fotiadis; Anna P. Kotsia; Aikaterinh Naka; Lampros K. Michalis (CBMS, 2006)

An association rule mining-based methodology for automated detection of ischemic ECG beats. - Themis P. Exarchos; Costas Papaloukas; Dimitrios I. Fotiadis; Lampros K. Michalis (IEEE Trans. Biomed. Eng., 2006)

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. - Themis P. Exarchos; Markos G. Tsipouras; Costas P. Exarchos; Costas Papaloukas; Dimitrios I. Fotiadis; Lampros K. Michalis (Artif. Intell. Medicine, 2007)

Phase response characteristics of sinoatrial node cells. - Dimitrios G. Tsalikakis; Henngui G. Zhang; Dimitrios I. Fotiadis; George P. Kremmydas; Lampros K. Michalis (Comput. Biol. Medicine, 2007)

Phase Resetting in One-Dimensional Model of the Sinoatrial Node. - Dimitrios G. Tsalikakis; Dimitrios I. Fotiadis; Lampros K. Michalis; George P. Kremmydas (IEEE Trans. Biomed. Eng., 2007)

Automated Diagnosis of Coronary Artery Disease Based on Data Mining and Fuzzy Modeling. - Markos G. Tsipouras; Themis P. Exarchos; Dimitrios I. Fotiadis; Anna P. Kotsia; K. V. Vakalis; K. K. Naka; Lampros K. Michalis (IEEE Trans. Inf. Technol. Biomed., 2008)

Atherosclerotic plaque characterization in Optical Coherence Tomography images. - Lambros S. Athanasiou; Themis P. Exarchos; K. K. Naka; Lampros K. Michalis; Francesco Prati; Dimitrios I. Fotiadis (EMBC, 2011)

Multiscale - Patient-Specific Artery and Atherogenesis Models. - 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 (IEEE Trans. Biomed. Eng., 2011)

3D reconstruction of coronary arteries using Frequency Domain Optical Coherence Tomography images and biplane angiography. - 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 (EMBC, 2012)

A Novel Semiautomated Atherosclerotic Plaque Characterization Method Using Grayscale Intravascular Ultrasound Images: Comparison With Virtual Histology. - Lambros S. Athanasiou; Petros S. Karvelis; Vasilis D. Tsakanikas; Katerina K. Naka; Lampros K. Michalis; Christos V. Bourantas; Dimitrios I. Fotiadis (IEEE Trans. Inf. Technol. Biomed., 2012)

Modeling stent deployment in realistic arterial segment geometries: The effect of the plaque composition. - 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 (BIBE, 2013)

Modeling atherosclerotic plaque growth: A case report based on a 3D geometry of left coronary arterial tree from computed tomography. - 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 (BIBE, 2013)

Fully automated calcium detection using optical coherence tomography. - Lambros S. Athanasiou; Christos V. Bourantas; George A. Rigas 001; Themis P. Exarchos; Antonis I. Sakellarios; Panagiotis K. Siogkas; Michail I. Papafaklis; Katerina K. Naka; Lampros K. Michalis; Francesco Prati; Dimitrios I. Fotiadis (EMBC, 2013)

Prediction of coronary atherosclerosis progression using dynamic Bayesian networks. - Konstantinos P. Exarchos; Themis P. Exarchos; Christos V. Bourantas; Michail I. Papafaklis; Katerina K. Naka; Lampros K. Michalis; Oberdan Parodi; Dimitrios I. Fotiadis (EMBC, 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. - 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 (EMBC, 2013)

Computational assessment of the fractional flow reserve from intravascular ultrasound and coronary angiography data: A pilot study. - 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 (EMBC, 2013)

Randomly generated realistic vessel geometry using spline interpolation and 2D Perlin noise. - Paschalis A. Bizopoulos; Antonis I. Sakellarios; Dimitrios D. Koutsouris; Dimitra Iliopoulou; Lampros K. Michalis; Dimitrios I. Fotiadis (BHI, 2014)

Finite element analysis of stent implantation in a three-dimensional reconstructed arterial segment. - 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 (EMBC, 2014)

Methodology for micro-CT data inflation using intravascular ultrasound images. - George A. Rigas 001; 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 (EMBC, 2014)

Assessing the hemodynamic influence between multiple lesions in a realistic right coronary artery segment: A computational study. - 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 (EMBC, 2014)

Three-dimensional reconstruction of coronary arteries and plaque morphology using CT angiography - comparison and registration using IVUS. - Lambros S. Athanasiou; George A. Rigas 001; Antonios I. Sakellarios; Themis P. Exarchos; Panagiotis K. Siogkas; Lampros K. Michalis; Oberdan Parodi; Federico Vozzi; Dimitrios I. Fotiadis (EMBC, 2015)

Prediction of atheromatic plaque evolution in carotids using features extracted from the arterial geometry. - Paschalis A. Bizopoulos; Antonis I. Sakellarios; Dimitrios D. Koutsouris; Jannis Kountouras; Lazaros Kostretzis; Stella Karagergou; Lampros K. Michalis; Dimitrios I. Fotiadis (EMBC, 2015)

A proof-of-concept study for predicting the region of atherosclerotic plaque development based on plaque growth modeling in carotid arteries. - 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 (EMBC, 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. - 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 (EMBC, 2015)

Computerized methodology for micro-CT and histological data inflation using an IVUS based translation map. - Lambros S. Athanasiou; George A. Rigas 001; 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 (Comput. Biol. Medicine, 2015)

Error propagation in the characterization of atheromatic plaque types based on imaging. - Lambros S. Athanasiou; George Rigas 001; 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; et al. (Comput. Methods Programs Biomed., 2015)

A Multiscale Approach for Modeling Atherosclerosis Progression. - Konstantinos P. Exarchos; Clara Carpegianni; Georgios Rigas 001; Themis P. Exarchos; Federico Vozzi; Antonis I. Sakellarios; Paolo Marraccini; Katerina K. Naka; Lampros K. Michalis; Oberdan Parodi; Dimitrios I. Fotiadis (IEEE J. Biomed. Health Informatics, 2015)

3-D registration on carotid artery imaging data: MRI for different timesteps. - Paschalis A. Bizopoulos; Antonis I. Sakellarios; Lampros K. Michalis; Dimitrios D. Koutsouris; Dimitrios I. Fotiadis (EMBC, 2016)

Computational estimation of the severity of coronary lesions with intravascular ultrasound images: A pilot study. - Panagiotis K. Siogkas; Michail I. Papafaklis; Bill D. Gogas; Habib Samady; Lampros K. Michalis; Dimitrios I. Fotiadis (EMBC, 2016)

Three-dimensional reconstruction of coronary arteries and plaque morphology using CT angiography - comparison and registration with IVUS. - Lambros S. Athanasiou; George Rigas 001; 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; et al. (BMC Medical Imaging, 2016)

In Silico Assessment of the effects of Material on Stent Deployment. - Georgia S. Karanasiou; Nikolaos S. Tachos; Antonios I. Sakellarios; Lampros K. Michalis; Claire Conway; Elazer R. Edelman; Dimitrios I. Fotiadis (BIBE, 2017)

Non-invasive Assessment of Coronary Stenoses and Comparison to Invasive Techniques: A Proof-of-Concept Study. - Panagiota I. Tsompou; Panagiotis K. Siogkas; Antonis I. Sakellarios; Pedro A. Lemos; Lampros K. Michalis; Dimitrios I. Fotiadis (CBMS, 2017)

A novel hybrid approach for reconstruction of coronary bifurcations using angiography and OCT. - Ioannis O. Andrikos; Antonis I. Sakellarios; Panagiotis K. Siogkas; George Rigas 001; Themis P. Exarchos; Lambros S. Athanasiou; Antonis Karanasos; Kostas Toutouzas; Dimitris Tousoulis; Lampros K. Michalis; Dimitrios I. Fotiadis (EMBC, 2017)

Computational estimation of the hemodynamic significance of coronary stenoses in arterial branches deriving from CCTA: A proof-of-concept study. - Panagiotis K. Siogkas; George Rigas 001; Themis P. Exarchos; Antonis I. Sakellarios; Michail I. Papafaklis; Gualtiero Pelosi; Oberdan Parodi; Lampros K. Michalis; Dimitrios I. Fotiadis (EMBC, 2017)

Prediction of Atherosclerotic Plaque Development in an In Vivo Coronary Arterial Segment Based on a Multilevel Modeling Approach. - 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; et al. (IEEE Trans. Biomed. Eng., 2017)

In Silico analysis of stent deployment- effect of stent design. - Georgia S. Karanasiou; Nikolaos S. Tachos; Antonios I. Sakellarios; Claire Conway; Giancarlo Pennati; Lorenza Petrini; Lampros K. Michalis; Elazer R. Edelman; Dimitrios I. Fotiadis (EMBC, 2018)

A Machine Learning Approach for the Prediction of the Progression of Cardiovascular Disease based on Clinical and Non-Invasive Imaging Data. - 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 (EMBC, 2018)

Comparison of 3D reconstruction methods based on different cardiovascular imaging: a study of multimodality reconstruction method. - Panagiota I. Tsompou; Antonis I. Sakellarios; Panagiotis K. Siogkas; Ioannis O. Andrikos; Vassiliki I. Kigka; Pedro A. Lemos; Lampros K. Michalis; Dimitrios I. Fotiadis (EMBC, 2018)

3D reconstruction of coronary arteries and atherosclerotic plaques based on computed tomography angiography images. - Vassiliki Kigka; George Rigas 001; 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; et al. (Biomed. Signal Process. Control., 2018)

A new method for the 3D reconstruction of coronary bifurcations pre and post the angioplasty procedure using the QCA. - Ioannis O. Andrikos; Antonis I. Sakellarios; Panagiotis K. Siogkas; Panagiota I. Tsompou; Vassiliki I. Kigka; Lampros K. Michalis; Dimitrios I. Fotiadis (EMBC, 2019)

Site specific prediction of atherosclerotic plaque progression using computational biomechanics and machine learning. - Vassiliki I. Kigka; Antonis I. Sakellarios; Panagiota Tsompou; Savvas K. Kyriakidis; Panagiotis K. Siogkas; Ioannis O. Andrikos; Lampros K. Michalis; Dimitrios I. Fotiadis (EMBC, 2019)

A computational multi-level atherosclerotic plaque growth model for coronary arteries. - 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; et al. (EMBC, 2019)

The effect of error propagation in the 3D reconstruction of coronary segments using CTCA images on crucial hemodynamic parameters. - Panagiotis K. Siogkas; Antonis I. Sakellarios; Savvas K. Kyriakidis; Constantinos D. Anagnostopoulos; Gualtiero Pelosi; Silvia Rocchiccioli; Lampros K. Michalis; Dimitrios I. Fotiadis (EMBC, 2019)

A comparison of three multimodality coronary 3D reconstruction methods. - Panagiota I. Tsompou; Panagiotis K. Siogkas; Antonis I. Sakellarios; Ioannis O. Andrikos; Vassiliki I. Kigka; Pedro A. Lemos; Lampros K. Michalis; Dimitrios I. Fotiadis (EMBC, 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. - Vassiliki I. Kigka; Antonis I. Sakellarios; Savvas K. Kyriakidis; George Rigas 001; Lambros S. Athanasiou; Panagiotis K. Siogkas; Panagiota Tsompou; Dimitra Loggitsi; Dominik C. Benz; Ronny Buechel; Pedro A. Lemos; Gualtiero Pelosi; et al. (Comput. Biol. Medicine, 2019)

Wall shear stress alterations at left atrium and left atrial appendage employing abnormal blood velocity profiles. - Grigoris I. Grigoriadis; Antonis I. Sakellarios; Ioanna Kosmidou; Katerina K. Naka; Christopher Ellis; Lampros K. Michalis; Dimitrios I. Fotiadis (EMBC, 2020)

Site specific prediction of PCI stenting based on imaging and biomechanics data using gradient boosting tree ensembles. - 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 (EMBC, 2020)

Prediction of atherosclerotic disease progression combining computational modelling with machine learning. - 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 (EMBC, 2020)

The effect of the stenosis location at a coronary arterial bifurcation: a parametric study. - Panagiotis K. Siogkas; Lampros Lakkas; Antonis I. Sakellarios; Lampros K. Michalis; Dimitrios I. Fotiadis (EMBC, 2020)

Validation study of a novel method for the 3D reconstruction of coronary bifurcations. - 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 (EMBC, 2020)

A Domain Enriched Deep Learning Approach to Classify Atherosclerosis Using Intravascular Ultrasound Imaging. - Max L. Olender; Lambros S. Athanasiou; Lampros K. Michalis; Dimitris I. Fotiadis; Elazer R. Edelman (IEEE J. Sel. Top. Signal Process., 2020)

A proof-of-concept study for the prediction of the de-novo atherosclerotic plaque development using finite elements*. - 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; et al. (EMBC, 2021)

Segmentation of left atrium using CT images and a deep learning model. - 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 (EMBC, 2022)

An in silico trials platform for the evaluation of stent design effect in post-implantation outcomes. - 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; et al. (EMBC, 2022)

Machine Learning Models for Cardiovascular Disease Events Prediction. - Konstantina Tsarapatsani; Antonis I. Sakellarios; Vasileios C. Pezoulas; Vassilis D. Tsakanikas; Marcus E. Kleber; Winfried März; Lampros K. Michalis; Dimitrios I. Fotiadis (EMBC, 2022)

OCT sequence registration before and after percutaneous coronary intervention (stent implantation). - Nikos Tsiknakis; Constantinos Spanakis; Panagiota Tsoumpou; Georgia S. Karanasiou; Gianna E. Karanasiou; Antonis I. Sakellarios; George Rigas 001; Savvas Kyriakidis; Michail I. Papafaklis; Sotiris Nikopoulos; Frank Gijsen; Lampros K. Michalis; et al. (Biomed. Signal Process. Control., 2023)

Advancing in Silico Clinical Trials for Regulatory Adoption and Innovation. - 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; et al. (IEEE J. Biomed. Health Informatics, 2025)