Katerina K. Naka

According to our database, Katerina K. Naka authored at least 35 papers between 2006 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

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

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

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, Dimitrios I. Fotiadis

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

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

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

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

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 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

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

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

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

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

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

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

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

Proceedings of the 7th International Conference on Modern Circuits and Systems Technologies, 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, Jake Jordan, Joseph Gallagher, Abdelhamid Errachid

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

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

Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018

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, Stephan Windecker, Dimitrios I. Fotiadis

IEEE Trans. Biomed. Eng., 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, Maria Chiara Scali, Katerina K. Naka, Abdelhamid Errachid, Dimitrios I. Fotiadis

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 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, Katerina K. Naka, Abdelhamid Errachid, Dimitrios I. Fotiadis

Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 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, Abdelhamid Errachid, Dimitrios I. Fotiadis

Proceedings of the 17th IEEE International Conference on Bioinformatics and Bioengineering, 2017

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

Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

2015

A Multiscale Approach for Modeling Atherosclerosis Progression.

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

IEEE J. Biomed. Health Informatics, 2015

Error propagation in the characterization of atheromatic plaque types based on imaging.

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

Comput. Methods Programs Biomed., 2015

Computerized methodology for micro-CT and histological data inflation using an IVUS based translation map.

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

Comput. Biol. Medicine, 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

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 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

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

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

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Methodology for micro-CT data inflation using intravascular ultrasound images.

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

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

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

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 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

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 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

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Fully automated calcium detection using optical coherence tomography.

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

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 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

Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013

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

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

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

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

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

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2008

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

2007

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

2006

A Method for Fetal Heart Rate Extraction Based on Time-Frequency Analysis.

Evaggelos C. Karvounis, Markos G. Tsipouras, Dimitrios I. Fotiadis, Katerina K. Naka

Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006