Christos P. Loizou

71 papers B 3C 4Misc 4Journal 26Unranked 29

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Position Paper: Artificial Intelligence in Medical Image Analysis: Advances, Clinical Translation, and Emerging Frontiers. IEEE J. Biomed. Health Informatics Andreas S. Panayides, Hao Chen, Nenad D. Filipovic, Tijana Geroski, Junlin Hou, Karim Lekadir, Kostas Marias, George K. Matsopoulos, Giorgos Papanastasiou, Pinaki Sarder, Georgia D. Tourassi, Sotirios A. Tsaftaris, Huazhu Fu, Efthyvoulos C. Kyriacou, Christos P. Loizou, Michalis E. Zervakis, Joel H. Saltz, Farah E. Shamout, Ken C. L. Wong, Jianhua Yao, Amir A. Amini, Dimitrios I. Fotiadis, Constantinos S. Pattichis, Marios S. Pattichis
2025	—	`conf`	An Integrated System for the Texture Analysis of Prostate Ultrasound Images Based on Different Pre-processing Schemes. AIAI (4) Haohan Yu, Jiale Hou, Xiwei Huang, Christos P. Loizou
2025	J	`jnl`	AtheroRisk: An Integrated Computer Software System for Stroke Risk Stratification Utilizing Carotid Plaque Analysis in Ultrasound Videos. SN Comput. Sci. 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
2025	—	`conf`	Automated Prostate Segmentation in Ultrasound Images Based on Different Pre-processing Schemes. AIAI (4) Jiale Hou, Haohan Yu, Christos P. Loizou, Xiwei Huang, Georgia D. Liapi, Yiannis Roussakis
2025	—	`conf`	Diaphragmatic Motion Analysis in Neonates Using Ultrasound Simulated Videos. AIAI (4) Christos P. Loizou, Constantinos S. Pattichis, Giannis Koutras, Marios S. Pattichis, Efthyvoulos Kyriacou, Kosmas Sarafides
2025	J	`jnl`	Transfer learning with class activation maps in compositions driving plaque classification in carotid ultrasound. Frontiers Digit. Health Georgia D. Liapi, Christos P. Loizou, Maura Griffin, Constantinos S. Pattichis, Andrew Nicolaides, Efthyvoulos Kyriacou
2024	J	`jnl`	A Systematic Review of Quantitative MRI Brain Analysis Studies in Multiple Sclerosis Disease. IEEE Access Andria Nicolaou, Christos P. Loizou, Marios Pantzaris, Constantinos S. Pattichis
2024	J	`jnl`	Assessing the impact of ultrasound image standardization in deep learning-based segmentation of carotid plaque types. Comput. Methods Programs Biomed. Georgia D. Liapi, Christos P. Loizou, Constantinos S. Pattichis, Marios S. Pattichis, Andrew Nicolaides, Maura Griffin, Efthyvoulos Kyriacou
2024	—	`conf`	Atherosclerotic Carotid Plaque AM-FM Texture Feature Variability in Ultrasound Video. ISBI Kyriacos P. Constantinou, Ioannis Constantinou, Christos P. Loizou, Efthyvoulos Kyriacou, Andreas Panayides, Andrew Nicolaides, Constantinos S. Pattichis, Marios S. Pattichis
2024	—	`conf`	Brain Magnetic Resonance Imaging Segmentation System in MS with Deep Neural Networks. PervasiveHealth (1) Giorgos Adamides, Andreas Panayides, Christos P. Loizou, Andria Nicolaou, Marios Pantzaris, Constantinos S. Pattichis
2024	—	`conf`	Carotid Plaque Motion Analysis in Ultrasound Videos to Discover Rupture-Prone Plaque Areas. ISBI Georgia D. Liapi, Christos P. Loizou, Andrew Nicolaides, Maura Griffin, Dimitrios Kardoulas, Constantinos S. Pattichis, Efthyvoulos Kyriacou
2024	—	`conf`	Stroke Risk Assessment Through Sparse AM-FM Decompositions of Carotid Plaque Ultrasound Images. SSIAI Kyriacos P. Constantinou, Ioannis P. Constantinos, Efthyvoulos Kyriacou, Christos P. Loizou, Constantinos S. Pattichis, Andreas Panayides, Marios S. Pattichis
2023	—	`conf`	A Comparative Study of Explainable AI models in the Assessment of Multiple Sclerosis. CAIP (2) Andria Nicolaou, Nicoletta Prentzas, Christos P. Loizou, Marios Pantzaris, Antonis C. Kakas, Constantinos S. Pattichis
2023	—	`conf`	An Explainable AI model in the assessment of Multiple Sclerosis using clinical data and Brain MRI lesion texture features BHI Andria Nicolaou, Marios Pantziaris, Christos P. Loizou, Antonis C. Kakas, Constantinos S. Pattichis
2023	—	`conf`	An Explainable Artificial Intelligence model in the assessment of Brain MRI Lesions in Multiple Sclerosis using Amplitude Modulation - Frequency Modulation multi-scale feature sets. DSP Andria Nicolaou, Antonis C. Kakas, Constantinos S. Pattichis, Marios S. Pattichis, Kevin Fotso, Christos P. Loizou, Marios Pantzaris
2023	J	`jnl`	An automated speech analysis system for the detection of cognitive decline in elderly. Int. J. Speech Technol. Christos P. Loizou, Marios Pantzaris
2023	—	`conf`	Automated segmentation and classification of the atherosclerotic carotid plaque in ultrasound videos. DSP Georgia D. Liapi, Michalis Gemenaris, Christos P. Loizou, Efthyvoulos Kyriacou, Kyriacos P. Constatninou, Andrew Nicolaides
2023	J	`jnl`	Multiple Sclerosis Disease Evolution Assessment in Brain MRI Lesions Based on Texture and Multi-Scale Amplitude Modulation-Frequency Modulation (AM-FM) Features. IEEE Access Christos P. Loizou, Kevin Fotso, Antria Nicolaou, Marios Pantzaris, Marios S. Pattichis, Constantinos S. Pattichis
2023	—	`conf`	Semi-automated Lesions Segmentation of Brain Metastases in MRI Images. CAIP (1) Vangelis Tzardis, Christos P. Loizou, Efthyvoulos Kyriacou
2023	—	`conf`	Stroke Risk Stratification Using Transfer Learning on Carotid Ultrasound Images. CAIP (2) Georgia D. Liapi, Christos Markides, Christos P. Loizou, Maura Griffin, Andrew Nicolaides, Efthyvoulos Kyriacou
2023	—	`conf`	Texture Analysis Contribution to Evaluate the Common Carotid Artery's Cardiovascular Disease (CVD) Risk Using Structural Equation Modeling. CAIP (1) George Evripides, Paul Christodoulides, Christos P. Loizou
2022	—	`conf`	An Automated 2D U-Net Segmentation Method for the Identification of Cancer Brain Metastases Using MRI Images. AIAI (Workshops) Vangelis Tzardis, Efthyvoulos Kyriacou, Christos P. Loizou, Anastasia Constantinidou
2022	J	`jnl`	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 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, Andrew Nicolaides, Hervé Liebgott, Aurélio Campilho, Reza Ghotbi, Efthyvoulos Kyriacou, Nassir Navab, Maura Griffin, Andrie G. Panayiotou, Rachele Gherardini, Gianfranco Varetto, Elisabetta Bianchini, Constantinos S. Pattichis, Lorenzo Ghiadoni, José Rouco, Maciej Orkisz, Filippo Molinari
2022	—	`conf`	Deep Learning-Based Segmentation of the Atherosclerotic Carotid Plaque in Ultrasonic Images. AIAI (Workshops) Georgia D. Liapi, Efthyvoulos Kyriacou, Christos P. Loizou, Andreas S. Panayides, Constantinos S. Pattichis, Andrew Nicolaides
2021	—	`conf`	A Review on Breast Cancer Brain Metastasis: Automated MRI Image Analysis for the Prediction of Primary Cancer Using Radiomics. CAIP (1) Vangelis Tzardis, Efthyvoulos Kyriacou, Christos P. Loizou, Anastasia Constantinidou
2021	—	`conf`	A Three-Dimensional Reconstruction Integrated System for Brain Multiple Sclerosis Lesions. CAIP (1) Charalambos Gregoriou, Christos P. Loizou, Andreas Georgiou, Marios Pantzaris, Constantinos S. Pattichis
2021	—	`conf`	An Adaptive Semi-automated Integrated System for Multiple Sclerosis Lesion Segmentation in Longitudinal MRI Scans Based on a Convolutional Neural Network. CAIP (1) Andreas Georgiou, Christos P. Loizou, Andria Nicolaou, Marios Pantzaris, Constantinos S. Pattichis
2021	J	`jnl`	An automated integrated speech and face imageanalysis system for the identification of human emotions. Speech Commun. Christos P. Loizou
2021	J	`jnl`	Effect of the internal carotid artery degree of stenosis on wall and plaque distensibility. Biomed. Signal Process. Control. Christos P. Loizou, Marios Pantzaris, Efthyvoulos Kyriacou, Andrew Nicolaides, Constantinos S. Pattichis
2021	—	`conf`	Rule Extraction in the Assessment of Brain MRI Lesions in Multiple Sclerosis: Preliminary Findings. CAIP (1) Andria Nicolaou, Christos P. Loizou, Marios Pantzaris, Antonis C. Kakas, Constantinos S. Pattichis
2020	—	`ch.`	Cardiovascular Disease Stratification Based on Ultrasound Images of the Carotid Artery. Advanced Computational Intelligence in Healthcare (7) Efthyvoulos Kyriacou, Christos P. Loizou
2020	J	`jnl`	Ultrasound diaphragmatic manual and semi-automated motion measurements: Application in simulated and in vivo data of critically ill subjects. Comput. Methods Programs Biomed. Christos P. Loizou, Charalambos Chrysostomou, Giorgos Minas, Constantinos S. Pattichis
2019	—	`conf`	Automatic speech analysis to early detect functional cognitive decline in elderly population. EMBC 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, N. Alberto Borghese, Simona Ferrante
2017	B	`conf`	Brain Image and Lesions Registration and 3D Reconstruction in Dicom MRI Images. CBMS Christos P. Loizou, Christos Papacharalambous, Giorgos Samaras, Efthyvoulos Kyriacou, Takis Kasparis, Marios Pantziaris, Eleni Eracleous, Constantinos S. Pattichis
2017	B	`conf`	Carotid Bifurcation Plaque Stability Estimation Based on Motion Analysis. CBMS Efthyvoulos Kyriacou, Andrew Nicolaides, Alexandra Constantinou, Maura Griffin, Christos P. Loizou, Marios S. Pattichis, Hamed Nasrabadi, Constantinos S. Pattichis
2015	J	`jnl`	An Effective Ultrasound Video Communication System Using Despeckle Filtering and HEVC. IEEE J. Biomed. Health Informatics Andreas Panayides, Marios S. Pattichis, Christos P. Loizou, Marios Pantziaris, Anthony G. Constantinides, Constantinos S. Pattichis
2015	—	`book`	Despeckle Filtering for Ultrasound Imaging and Video, Volume I: Algorithms and Software, Second Edition Despeckle Filtering for Ultrasound Imaging and Video, Volume I (2nd Ed.) Christos P. Loizou, Constantinos S. Pattichis
2015	—	`book`	Despeckle Filtering for Ultrasound Imaging and Video, Volume II: Selected Applications, Second Edition Despeckle Filtering for Ultrasound Imaging and Video, Volume II (2nd Ed.) Christos P. Loizou, Constantinos S. Pattichis
2015	—	`conf`	Measurement of ultrasonic diaphragmatic motion. EMBC Charalambos Chrysostomou, Christos P. Loizou, Graça Minas, Konstantinos Delibasis, Constantinos S. Pattichis
2015	—	`conf`	Prediction of the time period of stroke based on ultrasound image analysis of initially asymptomatic carotid plaques. EMBC Edward Kyriacou, Paris Vogazianos, Christina I. Christodoulou, Christos P. Loizou, Andreas Panayides, Styliani Petroudi, Marios S. Pattichis, Marios Pantziaris, Andrew Nicolaides, Constantinos S. Pattichis
2014	J	`jnl`	A review of ultrasound common carotid artery image and video segmentation techniques. Medical Biol. Eng. Comput. Christos P. Loizou
2014	J	`jnl`	Despeckle Filtering for Multiscale Amplitude-Modulation Frequency-Modulation (AM-FM) Texture Analysis of Ultrasound Images of the Intima-Media Complex. Int. J. Biomed. Imaging Christos P. Loizou, Víctor Murray, Marios S. Pattichis, Marios Pantziaris, Andrew Nicolaides, Constantinos S. Pattichis
2014	J	`jnl`	Despeckle filtering software toolbox for ultrasound imaging of the common carotid artery. Comput. Methods Programs Biomed. Christos P. Loizou, Charoula Theofanous, Marios Pantziaris, Takis Kasparis
2014	J	`jnl`	Manual and automated intima-media thickness and diameter measurements of the common carotid artery in patients with renal failure disease. Comput. Biol. Medicine Christos P. Loizou, Takis Kasparis, Theodoros Lazarou, Constantinos S. Pattichis, Marios Pantziaris
2014	—	`conf`	Texture analysis of the media-layer of the left and right common carotid artery. BHI Christos P. Loizou, Niki Georghiou, Maura Griffin, Efthyvoulos Kyriacou, Andrew Nicolaides, Constantinos S. Pattichis
2013	C	`conf`	A comparison of ultrasound intima media thickness measurements of the left and right common carotid artery. BIBE Christos P. Loizou, Constantinos S. Pattichis, Niki Georghiou, Maura Griffin, Andrew Nicolaides
2013	J	`jnl`	Brain white matter lesion classification in multiple sclerosis subjects for the prognosis of future disability. Intell. Decis. Technol. Christos P. Loizou, Efthyvoulos C. Kyriacou, Ioannis Seimenis, Marios Pantziaris, Styliani Petroudi, Minas A. Karaolis, Constantinos S. Pattichis
2013	J	`jnl`	Despeckle Filtering Toolbox for Medical Ultrasound Video. Int. J. Monit. Surveillance Technol. Res. Christos P. Loizou, Charoula Theofanous, Marios Pantziaris, Takis Kasparis, Pavlos Christodoulides, Andrew Nicolaides, Constantinos S. Pattichis
2013	Misc	`conf`	Integrated System for the Complete Segmentation of the Common Carotid Artery Bifurcation in Ultrasound Images. AIAI Christos P. Loizou, Takis Kasparis, Christina Spyrou, Marios Pantziaris
2013	Misc	`conf`	Texture Analysis in Ultrasound Images of Carotid Plaque Components of Asymptomatic and Symptomatic Subjects. AIAI Christos P. Loizou, Marios Pantziaris, Marilena Theofilou, Takis Kasparis, Efthyvoulos C. Kyriacou
2013	Misc	`conf`	Ultrasound Intima-Media Thickness and Diameter Measurements of the Common Carotid Artery in Patients with Renal Failure Disease. AIAI Christos P. Loizou, Eleni Anastasiou, Takis Kasparis, Theodoros Lazarou, Marios Pantziaris, Constantinos S. Pattichis
2012	C	`conf`	Despeckle filtering in ultrasound video of the common carotid artery. BIBE Christos P. Loizou, Takis Kasparis, Pavlos Christodoulides, Charoula Theofanous, Marios Pantziaris, Efthyvoulos Kyriacou, Constantinos S. Pattichis
2012	C	`conf`	Evaluation of wound healing process based on texture analysis. BIBE Christos P. Loizou, Takis Kasparis, Orthodoxia Mitsi, Michalis Polyviou
2012	—	`conf`	Full-automated system for the segmentation of the common carotid artery in ultrasound images. ISCCSP Lakis Christodoulou, Christos P. Loizou, Christina Spyrou, Takis Kasparis, Marios Pantziaris
2012	—	`conf`	Segmentation of atherosclerotic carotid plaque in ultrasound video. EMBC Christos P. Loizou, Styliani Petroudi, Constantinos S. Pattichis, Marios Pantziaris, Takis Kasparis, Andrew Nicolaides
2012	J	`jnl`	Segmentation of the Common Carotid Intima-Media Complex in Ultrasound Images Using Active Contours. IEEE Trans. Biomed. Eng. Styliani Petroudi, Christos P. Loizou, Marios Pantziaris, Constantinos S. Pattichis
2012	C	`conf`	Video segmentation of the common carotid artery intima media complex. BIBE Christos P. Loizou, Takis Kasparis, Pavlos Papakyriakou, Lakis Christodoulou, Marios Pantziaris, Constantinos S. Pattichis
2011	—	`conf`	A fully automated method using active contours for the evaluation of the intima-media thickness in carotid US images. EMBC Styliani Petroudi, Christos P. Loizou, Marios Pantziaris, Marios S. Pattichis, Constantinos S. Pattichis
2011	J	`jnl`	Atherosclerotic Plaque Ultrasound Video Encoding, Wireless Transmission, and Quality Assessment Using H.264. IEEE Trans. Inf. Technol. Biomed. Andreas Panayides, Marios S. Pattichis, Constantinos S. Pattichis, Christos P. Loizou, Marios Pantziaris, Andreas Pitsillides
2011	Misc	`conf`	Brain White Matter Lesions Classification in Multiple Sclerosis Subjects for the Prognosis of Future Disability. AIAI Christos P. Loizou, Efthyvoulos C. Kyriacou, Ioannis Seimenis, Marios Pantziaris, Christodoulos S. Christodoulou, Constantinos S. Pattichis
2011	B	`conf`	Completely automated multiresolution edge snapper (CAMES): a new technique for an accurate carotid ultrasound IMT measurement and its validation on a multi-institutional database. Image Processing Filippo Molinari, Christos P. Loizou, Guang Zeng, Constantinos S. Pattichis, Marios Pantziaris, William Liboni, Andrew Nicolaides, Jasjit S. Suri
2011	J	`jnl`	Multiscale Amplitude-Modulation Frequency-Modulation (AM-FM) Texture Analysis of Multiple Sclerosis in Brain MRI Images. IEEE Trans. Inf. Technol. Biomed. Christos P. Loizou, Víctor Murray, Marios S. Pattichis, Ioannis Seimenis, Marios Pantziaris, Constantinos S. Pattichis
2011	J	`jnl`	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. Christos P. Loizou, Víctor Murray, Marios S. Pattichis, Marios Pantziaris, Constantinos S. Pattichis
2010	J	`jnl`	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. Efthyvoulos C. Kyriacou, Constantinos S. Pattichis, Marios S. Pattichis, Christos P. Loizou, Christodoulos S. Christodoulou, Stavros K. Kakkos, Andrew Nicolaides
2009	—	`conf`	AM-FM Texture Image Analysis of the Intima and Media Layers of the Carotid Artery. ICANN (2) Christos P. Loizou, Víctor Murray, Marios S. Pattichis, Christodoulos S. Christodoulou, Marios Pantziaris, Andrew Nicolaides, Constantinos S. Pattichis
2009	J	`jnl`	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. Christos P. Loizou, Marios Pantziaris, Marios S. Pattichis, Efthyvoulos C. Kyriacou, Constantinos S. Pattichis
2008	—	`book`	Despeckle Filtering Algorithms and Software for Ultrasound Imaging Despeckle Filtering Algorithms and Software for Ultrasound Imaging Christos P. Loizou, Constantinos S. Pattichis
2007	J	`jnl`	Snakes based segmentation of the common carotid artery intima media. Medical Biol. Eng. Comput. Christos P. Loizou, Constantinos S. Pattichis, Marios Pantziaris, T. Tyllis, Andrew Nicolaides
2006	J	`jnl`	Quality evaluation of ultrasound imaging in the carotid artery based on normalization and speckle reduction filtering. Medical Biol. Eng. Comput. Christos P. Loizou, Constantinos S. Pattichis, Marios Pantziaris, T. Tyllis, Andrew Nicolaides
2005	—	`—`	Ultrasound image analysis of the carotid artery. Christos P. Loizou
2002	—	`conf`	Speckle reduction in ultrasound images of atherosclerotic carotid plaque. DSP Christos P. Loizou, Christiana Demetriou, Constantinos S. Pattichis, Robert S. H. Istepanian, Marios Pantziaris, Andrew Nicolaides