Katerina K. Naka
Orcid: 0000-0002-9900-9659
According to our database1,
Katerina K. Naka
authored at least 36 papers
between 2006 and 2024.
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Bibliography
2024
Bayesian Optimization in Restricted Boltzmann Machines for Heart Failure severity estimation.
Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024
2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
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.
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.
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.
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.
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.
J. Biomed. Informatics, 2019
KardiaSoft Architecture - A Software Supporting Diagnosis and Therapy Monitoring of Heart Failure Patients Exploiting Saliva Biomarkers.
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.
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.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
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.
IEEE Trans. Biomed. Eng., 2017
A computational approach for the estimation of heart failure patients status using saliva biomarkers.
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.
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.
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.
Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017
2015
IEEE J. Biomed. Health Informatics, 2015
Error propagation in the characterization of atheromatic plaque types based on imaging.
Comput. Methods Programs Biomed., 2015
Computerized methodology for micro-CT and histological data inflation using an IVUS based translation map.
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.
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.
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.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
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.
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.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
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.
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.
IEEE Trans. Inf. Technol. Biomed., 2012
3D reconstruction of coronary arteries using Frequency Domain Optical Coherence Tomography images and biplane angiography.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
IEEE Trans. Biomed. Eng., 2011
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.
IEEE Trans. Inf. Technol. Biomed., 2008
2007
An Automated Methodology for Fetal Heart Rate Extraction From the Abdominal Electrocardiogram.
IEEE Trans. Inf. Technol. Biomed., 2007
2006
Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006