Katerina K. Naka

32 papers B 2C 2Journal 7Unranked 21
YearRankTypeTitle / Venue / Authors
2024 — conf
Bayesian Optimization in Restricted Boltzmann Machines for Heart Failure severity estimation.
EMBC
Theofilos G. Papadopoulos, Evanthia E. Tripoliti, Yorgos Goletsis, Aris Bechlioulis, Katerina K. Naka, 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
Comparison of three U-Net family architectures for left ventricular myocardial wall automatic segmentation.
EMBC
Grigoris I. Grigoriadis, Maria Roumpi, Dimitrios G. Zaridis, Vasileios C. Pezoulas, Aidonis Rammos, Nikolaos S. Tachos, Katerina K. Naka, Dimitrios I. Fotiadis
2021 — conf
Heart Failure diagnosis based on deep learning techniques.
EMBC
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, Dimitrios I. Fotiadis
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
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 J jnl
HEARTEN KMS - A knowledge management system targeting the management of patients with heart failure.
J. Biomed. Informatics
Evanthia E. Tripoliti, Georgia S. Karanasiou, Fanis G. Kalatzis, Aris Bechlioulis, Yorgos Goletsis, Katerina K. Naka, Dimitrios I. Fotiadis
2019 — conf
KardiaSoft Architecture - A Software Supporting Diagnosis and Therapy Monitoring of Heart Failure Patients Exploiting Saliva Biomarkers.
EMBC
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
2018 — conf
HEARTEN: An integrated mHealth platform for holistic HF management.
BHI
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
2018 — conf
KardiaTool: An Integrated POC Solution for Non-invasive Diagnosis and Therapy Monitoring of Heart Failure Patients.
EMBC
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, Jake Jordan, Joseph Gallagher, Abdelhamid Errachid
2017 — conf
A computational approach for the estimation of heart failure patients status using saliva biomarkers.
EMBC
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, Maria Chiara Scali, Katerina K. Naka, Abdelhamid Errachid, Dimitrios I. Fotiadis
2017 B conf
Estimation of Heart Failure Patients Medication Adherence through the Utilization of Saliva and Breath Biomarkers and Data Mining Techniques.
CBMS
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, Katerina K. Naka, Abdelhamid Errachid, Dimitrios I. Fotiadis
2017 — conf
Estimation of New York Heart Association class in heart failure patients based on machine learning techniques.
BHI
Evanthia E. Tripoliti, Theofilos G. Papadopoulos, Georgia S. Karanasiou, Fanis G. Kalatzis, Aris Bechlioulis, Yorgos Goletsis, Katerina K. Naka, Dimitrios I. Fotiadis
2017 C conf
Predicting Heart Failure Patient Events by Exploiting Saliva and Breath Biomarkers Information.
BIBE
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, Abdelhamid Errachid, 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
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
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
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
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 — 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 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
2006 B conf
A Method for Fetal Heart Rate Extraction Based on Time-Frequency Analysis.
CBMS
Evaggelos C. Karvounis, Markos G. Tsipouras, Dimitrios I. Fotiadis, Katerina K. Naka