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ORCIDKaterina K. Naka
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2020 – today
- 2024
[c27]Theofilos G. Papadopoulos, Evanthia E. Tripoliti, Yorgos Goletsis, Aris Bechlioulis, Katerina K. Naka, Dimitrios I. Fotiadis:
Bayesian Optimization in Restricted Boltzmann Machines for Heart Failure severity estimation. EMBC 2024: 1-4- 2022
- [c26]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:
Segmentation of left atrium using CT images and a deep learning model. EMBC 2022: 3839-3842 - 2021
- [c25]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:
Heart Failure diagnosis based on deep learning techniques. EMBC 2021: 1757-1760 - [c24]Grigoris I. Grigoriadis, Maria Roumpi, Dimitrios G. Zaridis, Vasileios C. Pezoulas, Aidonis Rammos, Nikolaos S. Tachos, Katerina K. Naka, Dimitrios I. Fotiadis:
Comparison of three U-Net family architectures for left ventricular myocardial wall automatic segmentation. EMBC 2021: 2932-2935 - 2020
- [c23]Grigoris I. Grigoriadis, Antonis I. Sakellarios, Ioanna Kosmidou, Katerina K. Naka, Christopher Ellis, Lampros K. Michalis, Dimitrios I. Fotiadis:
Wall shear stress alterations at left atrium and left atrial appendage employing abnormal blood velocity profiles. EMBC 2020: 2565-2568 - [c22]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:
Prediction of atherosclerotic disease progression combining computational modelling with machine learning. EMBC 2020: 2760-2763 - [c21]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:
Site specific prediction of PCI stenting based on imaging and biomechanics data using gradient boosting tree ensembles. EMBC 2020: 2812-2815
2010 – 2019
- 2019
- [j9]Evanthia E. Tripoliti, Georgia S. Karanasiou, Fanis G. Kalatzis, Aris Bechlioulis, Yorgos Goletsis, Katerina K. Naka, Dimitrios I. Fotiadis:
HEARTEN KMS - A knowledge management system targeting the management of patients with heart failure. J. Biomed. Informatics 94 (2019) - [c20]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:
KardiaSoft Architecture - A Software Supporting Diagnosis and Therapy Monitoring of Heart Failure Patients Exploiting Saliva Biomarkers. EMBC 2019: 1382-1385 - 2018
- [c19]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:
HEARTEN: An integrated mHealth platform for holistic HF management. BHI 2018: 295-298 - [c18]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:
KardiaTool: An Integrated POC Solution for Non-invasive Diagnosis and Therapy Monitoring of Heart Failure Patients. EMBC 2018: 3878-3881 - [c17]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:
Comparison of the R-R intervals in ECG and Oximeter signals to be used in complexity measures of Natural Time Analysis. MOCAST 2018: 1-4 - 2017
- [j8]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:
Prediction of Atherosclerotic Plaque Development in an In Vivo Coronary Arterial Segment Based on a Multilevel Modeling Approach. IEEE Trans. Biomed. Eng. 64(8): 1721-1730 (2017) - [c16]Evanthia E. Tripoliti, Theofilos G. Papadopoulos, Georgia S. Karanasiou, Fanis G. Kalatzis, Aris Bechlioulis, Yorgos Goletsis, Katerina K. Naka, Dimitrios I. Fotiadis:
Estimation of New York Heart Association class in heart failure patients based on machine learning techniques. BHI 2017: 421-424 - [c15]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:
Predicting Heart Failure Patient Events by Exploiting Saliva and Breath Biomarkers Information. BIBE 2017: 285-290 - [c14]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:
Estimation of Heart Failure Patients Medication Adherence through the Utilization of Saliva and Breath Biomarkers and Data Mining Techniques. CBMS 2017: 231-235 - [c13]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:
A computational approach for the estimation of heart failure patients status using saliva biomarkers. EMBC 2017: 3648-3651 - 2015
- [j7]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:
Computerized methodology for micro-CT and histological data inflation using an IVUS based translation map. Comput. Biol. Medicine 65: 168-176 (2015) - [j6]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:
Error propagation in the characterization of atheromatic plaque types based on imaging. Comput. Methods Programs Biomed. 121(3): 161-174 (2015) - [j5]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:
A Multiscale Approach for Modeling Atherosclerosis Progression. IEEE J. Biomed. Health Informatics 19(2): 709-719 (2015) - [c12]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:
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 2015: 973-976 - [c11]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:
A proof-of-concept study for predicting the region of atherosclerotic plaque development based on plaque growth modeling in carotid arteries. EMBC 2015: 6552-6555 - 2014
- [c10]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:
Methodology for micro-CT data inflation using intravascular ultrasound images. EMBC 2014: 1099-1102 - [c9]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:
Assessing the hemodynamic influence between multiple lesions in a realistic right coronary artery segment: A computational study. EMBC 2014: 5643-5646 - 2013
- [c8]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:
Modeling atherosclerotic plaque growth: A case report based on a 3D geometry of left coronary arterial tree from computed tomography. BIBE 2013: 1-4 - [c7]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:
Fully automated calcium detection using optical coherence tomography. EMBC 2013: 1430-1433 - [c6]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:
Computational assessment of the fractional flow reserve from intravascular ultrasound and coronary angiography data: A pilot study. EMBC 2013: 3885-3888 - [c5]Konstantinos P. Exarchos, Themis P. Exarchos, Christos V. Bourantas, Michail I. Papafaklis, Katerina K. Naka, Lampros K. Michalis, Oberdan Parodi, Dimitrios I. Fotiadis:
Prediction of coronary atherosclerosis progression using dynamic Bayesian networks. EMBC 2013: 3889-3892 - [c4]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:
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 2013: 4513-4516 - 2012
- [j4]Lambros S. Athanasiou, Petros S. Karvelis, Vasilis D. Tsakanikas, Katerina K. Naka, Lampros K. Michalis, Christos V. Bourantas, Dimitrios I. Fotiadis:
A Novel Semiautomated Atherosclerotic Plaque Characterization Method Using Grayscale Intravascular Ultrasound Images: Comparison With Virtual Histology. IEEE Trans. Inf. Technol. Biomed. 16(3): 391-400 (2012) - [c3]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:
3D reconstruction of coronary arteries using Frequency Domain Optical Coherence Tomography images and biplane angiography. EMBC 2012: 2647-2650 - 2011
- [j3]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:
Multiscale - Patient-Specific Artery and Atherogenesis Models. IEEE Trans. Biomed. Eng. 58(12): 3464-3468 (2011) - [c2]Lambros S. Athanasiou, Themis P. Exarchos, K. K. Naka, Lampros K. Michalis, Francesco Prati, Dimitrios I. Fotiadis:
Atherosclerotic plaque characterization in Optical Coherence Tomography images. EMBC 2011: 4485-4488
2000 – 2009
- 2008
- [j2]Markos G. Tsipouras, Themis P. Exarchos, Dimitrios I. Fotiadis, Anna P. Kotsia, K. V. Vakalis, K. K. Naka, Lampros K. Michalis:
Automated Diagnosis of Coronary Artery Disease Based on Data Mining and Fuzzy Modeling. IEEE Trans. Inf. Technol. Biomed. 12(4): 447-458 (2008) - 2007
- [j1]E. C. Karvounis, Markos G. Tsipouras, Dimitrios I. Fotiadis, K. K. Naka:
An Automated Methodology for Fetal Heart Rate Extraction From the Abdominal Electrocardiogram. IEEE Trans. Inf. Technol. Biomed. 11(6): 628-638 (2007) - 2006
- [c1]Evaggelos C. Karvounis, Markos G. Tsipouras, Dimitrios I. Fotiadis, Katerina K. Naka:
A Method for Fetal Heart Rate Extraction Based on Time-Frequency Analysis. CBMS 2006: 347
Coauthor Index
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