Speckle reduction in ultrasound images of atherosclerotic carotid plaque. - Christos P. Loizou; Christiana Demetriou; Constantinos S. Pattichis; Robert S. H. Istepanian; Marios Pantziaris; Andrew Nicolaides (DSP, 2002)

Ultrasound image analysis of the carotid artery. - Christos P. Loizou (2005)

Quality evaluation of ultrasound imaging in the carotid artery based on normalization and speckle reduction filtering. - Christos P. Loizou; Constantinos S. Pattichis; Marios Pantziaris; T. Tyllis; Andrew Nicolaides (Medical Biol. Eng. Comput., 2006)

Snakes based segmentation of the common carotid artery intima media. - Christos P. Loizou; Constantinos S. Pattichis; Marios Pantziaris; T. Tyllis; Andrew Nicolaides (Medical Biol. Eng. Comput., 2007)

Despeckle Filtering Algorithms and Software for Ultrasound Imaging - Christos P. Loizou; Constantinos S. Pattichis (Despeckle Filtering Algorithms and Software for Ultrasound Imaging, 2008)

AM-FM Texture Image Analysis of the Intima and Media Layers of the Carotid Artery. - Christos P. Loizou; Víctor Murray; Marios S. Pattichis; Christodoulos S. Christodoulou; Marios Pantziaris; Andrew Nicolaides; Constantinos S. Pattichis (ICANN (2), 2009)

Ultrasound image texture analysis of the intima and media layers of the common carotid artery and its correlation with age and gender. - Christos P. Loizou; Marios Pantziaris; Marios S. Pattichis; Efthyvoulos C. Kyriacou; Constantinos S. Pattichis (Comput. Medical Imaging Graph., 2009)

A review of noninvasive ultrasound image processing methods in the analysis of carotid plaque morphology for the assessment of stroke risk. - Efthyvoulos C. Kyriacou; Constantinos S. Pattichis; Marios S. Pattichis; Christos P. Loizou; Christodoulos S. Christodoulou; Stavros K. Kakkos; Andrew Nicolaides (IEEE Trans. Inf. Technol. Biomed., 2010)

A fully automated method using active contours for the evaluation of the intima-media thickness in carotid US images. - Styliani Petroudi; Christos P. Loizou; Marios Pantziaris; Marios S. Pattichis; Constantinos S. Pattichis (EMBC, 2011)

Brain White Matter Lesions Classification in Multiple Sclerosis Subjects for the Prognosis of Future Disability. - Christos P. Loizou; Efthyvoulos C. Kyriacou; Ioannis Seimenis; Marios Pantziaris; Christodoulos S. Christodoulou; Constantinos S. Pattichis (AIAI, 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. - Filippo Molinari; Christos P. Loizou; Guang Zeng; Constantinos S. Pattichis; Marios Pantziaris; William Liboni; Andrew Nicolaides; Jasjit S. Suri (Image Processing, 2011)

Multiscale Amplitude-Modulation Frequency-Modulation (AM-FM) Texture Analysis of Ultrasound Images of the Intima and Media Layers of the Carotid Artery. - Christos P. Loizou; Víctor Murray; Marios S. Pattichis; Marios Pantziaris; Constantinos S. Pattichis (IEEE Trans. Inf. Technol. Biomed., 2011)

Multiscale Amplitude-Modulation Frequency-Modulation (AM-FM) Texture Analysis of Multiple Sclerosis in Brain MRI Images. - Christos P. Loizou; Víctor Murray; Marios S. Pattichis; Ioannis Seimenis; Marios Pantziaris; Constantinos S. Pattichis (IEEE Trans. Inf. Technol. Biomed., 2011)

Atherosclerotic Plaque Ultrasound Video Encoding, Wireless Transmission, and Quality Assessment Using H.264. - Andreas Panayides; Marios S. Pattichis; Constantinos S. Pattichis; Christos P. Loizou; Marios Pantziaris; Andreas Pitsillides (IEEE Trans. Inf. Technol. Biomed., 2011)

Despeckle filtering in ultrasound video of the common carotid artery. - Christos P. Loizou; Takis Kasparis; Pavlos Christodoulides; Charoula Theofanous; Marios Pantziaris; Efthyvoulos Kyriacou; Constantinos S. Pattichis (BIBE, 2012)

Evaluation of wound healing process based on texture analysis. - Christos P. Loizou; Takis Kasparis; Orthodoxia Mitsi; Michalis Polyviou (BIBE, 2012)

Video segmentation of the common carotid artery intima media complex. - Christos P. Loizou; Takis Kasparis; Pavlos Papakyriakou; Lakis Christodoulou; Marios Pantziaris; Constantinos S. Pattichis (BIBE, 2012)

Segmentation of atherosclerotic carotid plaque in ultrasound video. - Christos P. Loizou; Styliani Petroudi; Constantinos S. Pattichis; Marios Pantziaris; Takis Kasparis; Andrew Nicolaides (EMBC, 2012)

Full-automated system for the segmentation of the common carotid artery in ultrasound images. - Lakis Christodoulou; Christos P. Loizou; Christina Spyrou; Takis Kasparis; Marios Pantziaris (ISCCSP, 2012)

Segmentation of the Common Carotid Intima-Media Complex in Ultrasound Images Using Active Contours. - Styliani Petroudi; Christos P. Loizou; Marios Pantziaris; Constantinos S. Pattichis (IEEE Trans. Biomed. Eng., 2012)

A comparison of ultrasound intima media thickness measurements of the left and right common carotid artery. - Christos P. Loizou; Constantinos S. Pattichis; Niki Georghiou; Maura Griffin; Andrew Nicolaides (BIBE, 2013)

Ultrasound Intima-Media Thickness and Diameter Measurements of the Common Carotid Artery in Patients with Renal Failure Disease. - Christos P. Loizou; Eleni Anastasiou; Takis Kasparis; Theodoros Lazarou; Marios Pantziaris; Constantinos S. Pattichis (AIAI, 2013)

Integrated System for the Complete Segmentation of the Common Carotid Artery Bifurcation in Ultrasound Images. - Christos P. Loizou; Takis Kasparis; Christina Spyrou; Marios Pantziaris (AIAI, 2013)

Texture Analysis in Ultrasound Images of Carotid Plaque Components of Asymptomatic and Symptomatic Subjects. - Christos P. Loizou; Marios Pantziaris; Marilena Theofilou; Takis Kasparis; Efthyvoulos C. Kyriacou (AIAI, 2013)

Brain white matter lesion classification in multiple sclerosis subjects for the prognosis of future disability. - Christos P. Loizou; Efthyvoulos C. Kyriacou; Ioannis Seimenis; Marios Pantziaris; Styliani Petroudi; Minas A. Karaolis; Constantinos S. Pattichis (Intell. Decis. Technol., 2013)

Despeckle Filtering Toolbox for Medical Ultrasound Video. - Christos P. Loizou; Charoula Theofanous; Marios Pantziaris; Takis Kasparis; Pavlos Christodoulides; Andrew Nicolaides; Constantinos S. Pattichis (Int. J. Monit. Surveillance Technol. Res., 2013)

Texture analysis of the media-layer of the left and right common carotid artery. - Christos P. Loizou; Niki Georghiou; Maura Griffin; Efthyvoulos Kyriacou; Andrew Nicolaides; Constantinos S. Pattichis (BHI, 2014)

Manual and automated intima-media thickness and diameter measurements of the common carotid artery in patients with renal failure disease. - Christos P. Loizou; Takis Kasparis; Theodoros Lazarou; Constantinos S. Pattichis; Marios Pantziaris (Comput. Biol. Medicine, 2014)

Despeckle filtering software toolbox for ultrasound imaging of the common carotid artery. - Christos P. Loizou; Charoula Theofanous; Marios Pantziaris; Takis Kasparis (Comput. Methods Programs Biomed., 2014)

Despeckle Filtering for Multiscale Amplitude-Modulation Frequency-Modulation (AM-FM) Texture Analysis of Ultrasound Images of the Intima-Media Complex. - Christos P. Loizou; Víctor Murray; Marios S. Pattichis; Marios Pantziaris; Andrew Nicolaides; Constantinos S. Pattichis (Int. J. Biomed. Imaging, 2014)

A review of ultrasound common carotid artery image and video segmentation techniques. - Christos P. Loizou (Medical Biol. Eng. Comput., 2014)

Measurement of ultrasonic diaphragmatic motion. - Charalambos Chrysostomou; Christos P. Loizou; Graça Minas; Konstantinos Delibasis; Constantinos S. Pattichis (EMBC, 2015)

Prediction of the time period of stroke based on ultrasound image analysis of initially asymptomatic carotid plaques. - Edward Kyriacou; Paris Vogazianos; Christina I. Christodoulou; Christos P. Loizou; Andreas Panayides; Styliani Petroudi; Marios S. Pattichis; Marios Pantziaris; Andrew Nicolaides; Constantinos S. Pattichis (EMBC, 2015)

An Effective Ultrasound Video Communication System Using Despeckle Filtering and HEVC. - Andreas Panayides; Marios S. Pattichis; Christos P. Loizou; Marios Pantziaris; Anthony G. Constantinides; Constantinos S. Pattichis (IEEE J. Biomed. Health Informatics, 2015)

Despeckle Filtering for Ultrasound Imaging and Video, Volume I: Algorithms and Software, Second Edition - Christos P. Loizou; Constantinos S. Pattichis (Despeckle Filtering for Ultrasound Imaging and Video, Volume I (2nd Ed.), 2015)

Despeckle Filtering for Ultrasound Imaging and Video, Volume II: Selected Applications, Second Edition - Christos P. Loizou; Constantinos S. Pattichis (Despeckle Filtering for Ultrasound Imaging and Video, Volume II (2nd Ed.), 2015)

Carotid Bifurcation Plaque Stability Estimation Based on Motion Analysis. - Efthyvoulos Kyriacou; Andrew Nicolaides; Alexandra Constantinou; Maura Griffin; Christos P. Loizou; Marios S. Pattichis; Hamed Nasrabadi; Constantinos S. Pattichis (CBMS, 2017)

Brain Image and Lesions Registration and 3D Reconstruction in Dicom MRI Images. - Christos P. Loizou; Christos Papacharalambous; Giorgos Samaras; Efthyvoulos Kyriacou; Takis Kasparis; Marios Pantziaris; Eleni Eracleous; Constantinos S. Pattichis (CBMS, 2017)

Automatic speech analysis to early detect functional cognitive decline in elderly population. - Emilia Ambrosini; Matteo Caielli; Marios Milis; Christos P. Loizou; Domenico Azzolino; Sarah Damanti; Laura Bertagnoli; Matteo Cesari; Sara Moccia; Manuel Cid; Carmen Galán de Isla; Paula Salamanca; et al. (EMBC, 2019)

Ultrasound diaphragmatic manual and semi-automated motion measurements: Application in simulated and in vivo data of critically ill subjects. - Christos P. Loizou; Charalambos Chrysostomou; Giorgos Minas; Constantinos S. Pattichis (Comput. Methods Programs Biomed., 2020)

Cardiovascular Disease Stratification Based on Ultrasound Images of the Carotid Artery. - Efthyvoulos Kyriacou; Christos P. Loizou (Advanced Computational Intelligence in Healthcare (7), 2020)

An Adaptive Semi-automated Integrated System for Multiple Sclerosis Lesion Segmentation in Longitudinal MRI Scans Based on a Convolutional Neural Network. - Andreas Georgiou; Christos P. Loizou; Andria Nicolaou; Marios Pantzaris; Constantinos S. Pattichis (CAIP (1), 2021)

A Three-Dimensional Reconstruction Integrated System for Brain Multiple Sclerosis Lesions. - Charalambos Gregoriou; Christos P. Loizou; Andreas Georgiou; Marios Pantzaris; Constantinos S. Pattichis (CAIP (1), 2021)

Rule Extraction in the Assessment of Brain MRI Lesions in Multiple Sclerosis: Preliminary Findings. - Andria Nicolaou; Christos P. Loizou; Marios Pantzaris; Antonis C. Kakas; Constantinos S. Pattichis (CAIP (1), 2021)

A Review on Breast Cancer Brain Metastasis: Automated MRI Image Analysis for the Prediction of Primary Cancer Using Radiomics. - Vangelis Tzardis; Efthyvoulos Kyriacou; Christos P. Loizou; Anastasia Constantinidou (CAIP (1), 2021)

Effect of the internal carotid artery degree of stenosis on wall and plaque distensibility. - Christos P. Loizou; Marios Pantzaris; Efthyvoulos Kyriacou; Andrew Nicolaides; Constantinos S. Pattichis (Biomed. Signal Process. Control., 2021)

An automated integrated speech and face imageanalysis system for the identification of human emotions. - Christos P. Loizou (Speech Commun., 2021)

Deep Learning-Based Segmentation of the Atherosclerotic Carotid Plaque in Ultrasonic Images. - Georgia D. Liapi; Efthyvoulos Kyriacou; Christos P. Loizou; Andreas S. Panayides; Constantinos S. Pattichis; Andrew Nicolaides (AIAI (Workshops), 2022)

An Automated 2D U-Net Segmentation Method for the Identification of Cancer Brain Metastases Using MRI Images. - Vangelis Tzardis; Efthyvoulos Kyriacou; Christos P. Loizou; Anastasia Constantinidou (AIAI (Workshops), 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. - Kristen M. Meiburger; Francesco Marzola; Guillaume Zahnd; Francesco Faita; Christos P. Loizou; Nolann Lainé; Catarina Carvalho; David A. Steinman; Lorenzo Gibello; Rosa Maria Bruno; Ricarda Clarenbach; Martina Francesconi; et al. (Comput. Biol. Medicine, 2022)

An Explainable AI model in the assessment of Multiple Sclerosis using clinical data and Brain MRI lesion texture features *. - Andria Nicolaou; Marios Pantziaris; Christos P. Loizou; Antonis C. Kakas; Constantinos S. Pattichis (BHI, 2023)

Texture Analysis Contribution to Evaluate the Common Carotid Artery's Cardiovascular Disease (CVD) Risk Using Structural Equation Modeling. - George Evripides; Paul Christodoulides; Christos P. Loizou (CAIP (1), 2023)

Stroke Risk Stratification Using Transfer Learning on Carotid Ultrasound Images. - Georgia D. Liapi; Christos Markides; Christos P. Loizou; Maura Griffin; Andrew Nicolaides; Efthyvoulos Kyriacou (CAIP (2), 2023)

A Comparative Study of Explainable AI models in the Assessment of Multiple Sclerosis. - Andria Nicolaou; Nicoletta Prentzas; Christos P. Loizou; Marios Pantzaris; Antonis C. Kakas; Constantinos S. Pattichis (CAIP (2), 2023)

Semi-automated Lesions Segmentation of Brain Metastases in MRI Images. - Vangelis Tzardis; Christos P. Loizou; Efthyvoulos Kyriacou (CAIP (1), 2023)

Automated segmentation and classification of the atherosclerotic carotid plaque in ultrasound videos. - Georgia D. Liapi; Michalis Gemenaris; Christos P. Loizou; Efthyvoulos Kyriacou; Kyriacos P. Constatninou; Andrew Nicolaides (DSP, 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. - Andria Nicolaou; Antonis C. Kakas; Constantinos S. Pattichis; Marios S. Pattichis; Kevin Fotso; Christos P. Loizou; Marios Pantzaris (DSP, 2023)

Multiple Sclerosis Disease Evolution Assessment in Brain MRI Lesions Based on Texture and Multi-Scale Amplitude Modulation-Frequency Modulation (AM-FM) Features. - Christos P. Loizou; Kevin Fotso; Antria Nicolaou; Marios Pantzaris; Marios S. Pattichis; Constantinos S. Pattichis (IEEE Access, 2023)

An automated speech analysis system for the detection of cognitive decline in elderly. - Christos P. Loizou; Marios Pantzaris (Int. J. Speech Technol., 2023)

Atherosclerotic Carotid Plaque AM-FM Texture Feature Variability in Ultrasound Video. - Kyriacos P. Constantinou; Ioannis Constantinou; Christos P. Loizou; Efthyvoulos Kyriacou; Andreas Panayides; Andrew Nicolaides; Constantinos S. Pattichis; Marios S. Pattichis (ISBI, 2024)

Carotid Plaque Motion Analysis in Ultrasound Videos to Discover Rupture-Prone Plaque Areas. - Georgia D. Liapi; Christos P. Loizou; Andrew Nicolaides; Maura Griffin; Dimitrios Kardoulas; Constantinos S. Pattichis; Efthyvoulos Kyriacou (ISBI, 2024)

Stroke Risk Assessment Through Sparse AM-FM Decompositions of Carotid Plaque Ultrasound Images. - Kyriacos P. Constantinou; Ioannis Constantinou; Efthyvoulos Kyriacou; Christos P. Loizou; Constantinos S. Pattichis; Andreas Panayides; Marios S. Pattichis (SSIAI, 2024)

A Systematic Review of Quantitative MRI Brain Analysis Studies in Multiple Sclerosis Disease. - Andria Nicolaou; Christos P. Loizou; Marios Pantzaris; Constantinos S. Pattichis (IEEE Access, 2024)

Assessing the impact of ultrasound image standardization in deep learning-based segmentation of carotid plaque types. - Georgia D. Liapi; Christos P. Loizou; Constantinos S. Pattichis; Marios S. Pattichis; Andrew Nicolaides; Maura Griffin; Efthyvoulos Kyriacou (Comput. Methods Programs Biomed., 2024)

Automated Prostate Segmentation in Ultrasound Images Based on Different Pre-processing Schemes. - Jiale Hou; Haohan Yu; Christos P. Loizou; Xiwei Huang; Georgia D. Liapi; Yiannis Roussakis (AIAI (4), 2025)

Diaphragmatic Motion Analysis in Neonates Using Ultrasound Simulated Videos. - Christos P. Loizou; Constantinos S. Pattichis; Giannis Koutras; Marios S. Pattichis; Efthyvoulos Kyriacou; Kosmas Sarafides (AIAI (4), 2025)

An Integrated System for the Texture Analysis of Prostate Ultrasound Images Based on Different Pre-processing Schemes. - Haohan Yu; Jiale Hou; Xiwei Huang; Christos P. Loizou (AIAI (4), 2025)

AtheroRisk: An Integrated Computer Software System for Stroke Risk Stratification Utilizing Carotid Plaque Analysis in Ultrasound Videos. - Michalis Gemenaris; Georgia D. Liapi; Christos Markides; Kyriacos P. Constantinou; Christos P. Loizou; Michalis Neophytou; Dimitrios Kardoulas; Marios S. Pattichis; Maura Griffin; Andrew Nicolaides; Constantinos S. Pattichis; Efthyvoulos Kyriacou (SN Comput. Sci., 2025)