A Method for Fetal Heart Rate Extraction Based on Time-Frequency Analysis. - Evaggelos C. Karvounis; Markos G. Tsipouras; Dimitrios I. Fotiadis; Katerina K. Naka (CBMS, 2006)

An Automated Methodology for Fetal Heart Rate Extraction From the Abdominal Electrocardiogram. - E. C. Karvounis; Markos G. Tsipouras; Dimitrios I. Fotiadis; K. K. Naka (IEEE Trans. Inf. Technol. Biomed., 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 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)

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)

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)

Estimation of New York Heart Association class in heart failure patients based on machine learning techniques. - Evanthia E. Tripoliti; Theofilos G. Papadopoulos; Georgia S. Karanasiou; Fanis G. Kalatzis; Aris Bechlioulis; Yorgos Goletsis; Katerina K. Naka; Dimitrios I. Fotiadis (BHI, 2017)

Predicting Heart Failure Patient Events by Exploiting Saliva and Breath Biomarkers Information. - Evanthia E. Tripoliti; Georgia S. Karanasiou; Fanis G. Kalatzis; Yorgos Goletsis; Aris Bechlioulis; Silvia Ghimenti; Tommaso Lomonaco; Francesca G. Bellagambi; Roger Fuoco; Mario Marzilli; Maria Chiara Scali; Katerina K. Naka; et al. (BIBE, 2017)

Estimation of Heart Failure Patients Medication Adherence through the Utilization of Saliva and Breath Biomarkers and Data Mining Techniques. - Evanthia E. Tripoliti; Theofilos G. Papadopoulos; Georgia S. Karanasiou; Fanis G. Kalatzis; Yorgos Goletsis; Aris Bechlioulis; Silvia Ghimenti; Tommaso Lomonaco; Francesca G. Bellagambi; Roger Fuoco; Mario Marzilli; Maria Chiara Scali; et al. (CBMS, 2017)

A computational approach for the estimation of heart failure patients status using saliva biomarkers. - Evanthia E. Tripoliti; Theofilos G. Papadopoulos; Georgia S. Karanasiou; Fanis G. Kalatzis; Yorgos Goletsis; Aris Bechlioulis; Silvia Ghimenti; Tommaso Lomonaco; Francesca G. Bellagambi; Maria Giovanna Trivella; Roger Fuoco; Mario Marzilli; et al. (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)

HEARTEN: An integrated mHealth platform for holistic HF management. - Georgia S. Karanasiou; Evanthia E. Tripoliti; Yorgos Goletsis; Fanis G. Kalatzis; Katerina K. Naka; Roger Fuoco; Wolfram Miekisch; Kostis E. Tzannetis; Stefanos G. Zervos; Joan R. Bausells; Abdelhamid Errachid; Dimitrios I. Fotiadis (BHI, 2018)

KardiaTool: An Integrated POC Solution for Non-invasive Diagnosis and Therapy Monitoring of Heart Failure Patients. - Georgia S. Karanasiou; Penelope Ioannidou; Petros Toumpaniaris; Tommaso Lomonaco; Norman Pfeiffer; Raphal Anasthase; Aliki Tsopela; Boris Leekens; Katerina K. Naka; Jean-Christophe Lourme; Pietro Salvo; Trifon Liakopoulos; et al. (EMBC, 2018)

Comparison of the R-R intervals in ECG and Oximeter signals to be used in complexity measures of Natural Time Analysis. - Giorgos Baldoumas; Dimitrios Peschos; Georgios Tatsis; Constantinos I. Votis; Spyridon K. Chronopoulos; Vasilis Christofilakis; Panos Kostarakis; Nicholas V. Sarlis; Efthimios S. Skordas; K. K. Naka; A. Bechlioullis (MOCAST, 2018)

KardiaSoft Architecture - A Software Supporting Diagnosis and Therapy Monitoring of Heart Failure Patients Exploiting Saliva Biomarkers. - Evanthia E. Tripoliti; Penelope Ioannidou; Petros Toumpaniaris; Aris Bechlioulis; Aidonis Rammos; Joseph Gallagher; Pietro Salvo; Yorgos Goletsis; Katerina K. Naka; Abdelhamid Errachid; Dimitrios I. Fotiadis (EMBC, 2019)

HEARTEN KMS - A knowledge management system targeting the management of patients with heart failure. - Evanthia E. Tripoliti; Georgia S. Karanasiou; Fanis G. Kalatzis; Aris Bechlioulis; Yorgos Goletsis; Katerina K. Naka; Dimitrios I. Fotiadis (J. Biomed. Informatics, 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)

Comparison of three U-Net family architectures for left ventricular myocardial wall automatic segmentation. - Grigoris I. Grigoriadis; Maria Roumpi; Dimitrios G. Zaridis; Vasileios C. Pezoulas; Aidonis Rammos; Nikolaos S. Tachos; Katerina K. Naka; Dimitrios I. Fotiadis (EMBC, 2021)

Heart Failure diagnosis based on deep learning techniques. - Theofilos G. Papadopoulos; Daphni Plati; Evanthia E. Tripoliti; Yorgos Goletsis; Katerina K. Naka; Aidonis Rammos; Aris Bechlioulis; Chris Watson; Kenneth McDonald; Mark Ledwidge; Rebabonye Pharithi; Joseph Gallagher; 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)

Bayesian Optimization in Restricted Boltzmann Machines for Heart Failure severity estimation. - Theofilos G. Papadopoulos; Evanthia E. Tripoliti; Yorgos Goletsis; Aris Bechlioulis; Katerina K. Naka; Dimitrios I. Fotiadis (EMBC, 2024)