Christos P. Loizou
Orcid: 0000-0003-1247-8573
According to our database1,
Christos P. Loizou
authored at least 59 papers
between 2002 and 2023.
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Bibliography
2023
An automated speech analysis system for the detection of cognitive decline in elderly.
Int. J. Speech Technol., 2023
Multiple Sclerosis Disease Evolution Assessment in Brain MRI Lesions Based on Texture and Multi-Scale Amplitude Modulation-Frequency Modulation (AM-FM) Features.
IEEE Access, 2023
An Explainable Artificial Intelligence model in the assessment of Brain MRI Lesions in Multiple Sclerosis using Amplitude Modulation - Frequency Modulation multi-scale feature sets.
Proceedings of the 24th International Conference on Digital Signal Processing, 2023
Automated segmentation and classification of the atherosclerotic carotid plaque in ultrasound videos.
Proceedings of the 24th International Conference on Digital Signal Processing, 2023
Proceedings of the Computer Analysis of Images and Patterns, 2023
A Comparative Study of Explainable AI models in the Assessment of Multiple Sclerosis.
Proceedings of the Computer Analysis of Images and Patterns, 2023
Proceedings of the Computer Analysis of Images and Patterns, 2023
Texture Analysis Contribution to Evaluate the Common Carotid Artery's Cardiovascular Disease (CVD) Risk Using Structural Equation Modeling.
Proceedings of the Computer Analysis of Images and Patterns, 2023
An Explainable AI model in the assessment of Multiple Sclerosis using clinical data and Brain MRI lesion texture features <sup>*</sup>.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023
2022
Carotid Ultrasound Boundary Study (CUBS): Technical considerations on an open multi-center analysis of computerized measurement systems for intima-media thickness measurement on common carotid artery longitudinal B-mode ultrasound scans.
Comput. Biol. Medicine, 2022
An Automated 2D U-Net Segmentation Method for the Identification of Cancer Brain Metastases Using MRI Images.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2022 IFIP WG 12.5 International Workshops, 2022
Deep Learning-Based Segmentation of the Atherosclerotic Carotid Plaque in Ultrasonic Images.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2022 IFIP WG 12.5 International Workshops, 2022
2021
An automated integrated speech and face imageanalysis system for the identification of human emotions.
Speech Commun., 2021
Effect of the internal carotid artery degree of stenosis on wall and plaque distensibility.
Biomed. Signal Process. Control., 2021
A Review on Breast Cancer Brain Metastasis: Automated MRI Image Analysis for the Prediction of Primary Cancer Using Radiomics.
Proceedings of the Computer Analysis of Images and Patterns, 2021
Rule Extraction in the Assessment of Brain MRI Lesions in Multiple Sclerosis: Preliminary Findings.
Proceedings of the Computer Analysis of Images and Patterns, 2021
A Three-Dimensional Reconstruction Integrated System for Brain Multiple Sclerosis Lesions.
Proceedings of the Computer Analysis of Images and Patterns, 2021
An Adaptive Semi-automated Integrated System for Multiple Sclerosis Lesion Segmentation in Longitudinal MRI Scans Based on a Convolutional Neural Network.
Proceedings of the Computer Analysis of Images and Patterns, 2021
2020
Cardiovascular Disease Stratification Based on Ultrasound Images of the Carotid Artery.
Proceedings of the Advanced Computational Intelligence in Healthcare - 7, 2020
Ultrasound diaphragmatic manual and semi-automated motion measurements: Application in simulated and in vivo data of critically ill subjects.
Comput. Methods Programs Biomed., 2020
2019
Automatic speech analysis to early detect functional cognitive decline in elderly population.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2017
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
2015
Despeckle Filtering for Ultrasound Imaging and Video, Volume II: Selected Applications, Second Edition
Synthesis Lectures on Algorithms and Software in Engineering, Morgan & Claypool Publishers, ISBN: 978-3-031-01524-3, 2015
Despeckle Filtering for Ultrasound Imaging and Video, Volume I: Algorithms and Software, Second Edition
Synthesis Lectures on Algorithms and Software in Engineering, Morgan & Claypool Publishers, ISBN: 978-3-031-01523-6, 2015
An Effective Ultrasound Video Communication System Using Despeckle Filtering and HEVC.
IEEE J. Biomed. Health Informatics, 2015
Prediction of the time period of stroke based on ultrasound image analysis of initially asymptomatic carotid plaques.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
A review of ultrasound common carotid artery image and video segmentation techniques.
Medical Biol. Eng. Comput., 2014
Despeckle Filtering for Multiscale Amplitude-Modulation Frequency-Modulation (AM-FM) Texture Analysis of Ultrasound Images of the Intima-Media Complex.
Int. J. Biomed. Imaging, 2014
Despeckle filtering software toolbox for ultrasound imaging of the common carotid artery.
Comput. Methods Programs Biomed., 2014
Manual and automated intima-media thickness and diameter measurements of the common carotid artery in patients with renal failure disease.
Comput. Biol. Medicine, 2014
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
2013
Int. J. Monit. Surveillance Technol. Res., 2013
Brain white matter lesion classification in multiple sclerosis subjects for the prognosis of future disability.
Intell. Decis. Technol., 2013
Texture Analysis in Ultrasound Images of Carotid Plaque Components of Asymptomatic and Symptomatic Subjects.
Proceedings of the Artificial Intelligence Applications and Innovations, 2013
Integrated System for the Complete Segmentation of the Common Carotid Artery Bifurcation in Ultrasound Images.
Proceedings of the Artificial Intelligence Applications and Innovations, 2013
Ultrasound Intima-Media Thickness and Diameter Measurements of the Common Carotid Artery in Patients with Renal Failure Disease.
Proceedings of the Artificial Intelligence Applications and Innovations, 2013
A comparison of ultrasound intima media thickness measurements of the left and right common carotid artery.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
2012
Segmentation of the Common Carotid Intima-Media Complex in Ultrasound Images Using Active Contours.
IEEE Trans. Biomed. Eng., 2012
Full-automated system for the segmentation of the common carotid artery in ultrasound images.
Proceedings of the 5th International Symposium on Communications, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012
2011
Atherosclerotic Plaque Ultrasound Video Encoding, Wireless Transmission, and Quality Assessment Using H.264.
IEEE Trans. Inf. Technol. Biomed., 2011
Multiscale Amplitude-Modulation Frequency-Modulation (AM-FM) Texture Analysis of Multiple Sclerosis in Brain MRI Images.
IEEE Trans. Inf. Technol. Biomed., 2011
Multiscale Amplitude-Modulation Frequency-Modulation (AM-FM) Texture Analysis of Ultrasound Images of the Intima and Media Layers of the Carotid Artery.
IEEE Trans. Inf. Technol. Biomed., 2011
Completely automated multiresolution edge snapper (CAMES): a new technique for an accurate carotid ultrasound IMT measurement and its validation on a multi-institutional database.
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Brain White Matter Lesions Classification in Multiple Sclerosis Subjects for the Prognosis of Future Disability.
Proceedings of the Artificial Intelligence Applications and Innovations, 2011
A fully automated method using active contours for the evaluation of the intima-media thickness in carotid US images.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
A review of noninvasive ultrasound image processing methods in the analysis of carotid plaque morphology for the assessment of stroke risk.
IEEE Trans. Inf. Technol. Biomed., 2010
2009
Ultrasound image texture analysis of the intima and media layers of the common carotid artery and its correlation with age and gender.
Comput. Medical Imaging Graph., 2009
Proceedings of the Artificial Neural Networks, 2009
2008
Synthesis Lectures on Algorithms and Software in Engineering, Morgan & Claypool Publishers, 2008
2007
Medical Biol. Eng. Comput., 2007
2006
Quality evaluation of ultrasound imaging in the carotid artery based on normalization and speckle reduction filtering.
Medical Biol. Eng. Comput., 2006
2005
2002
Proceedings of the 14th International Conference on Digital Signal Processing, 2002