A novel emergency telemedicine system based on wireless communication technology-AMBULANCE. - Sotiris Pavlopoulos; Efthyvoulos C. Kyriacou; Alexandros Berler; Spiridon Dembeyiotis; Dimitrios D. Koutsouris (IEEE Trans. Inf. Technol. Biomed., 1998)

A novel codification scheme based on the "VITAL" and "DICOM" standards for telemedicine applications. - Anthoula P. Anagnostaki; Sotiris Pavlopoulos; Efthyvoulos C. Kyriacou; Dimitris Koutsouris (IEEE Trans. Biomed. Eng., 2002)

A completely Decentralizedworkflow Management System for the Support of Emergency Telemedicine and Patient Monitoring. - Efthyvoulos Kyriacou; Georgios Fakas; Vaso Pavlaki (EMBC, 2006)

Texture-Based Classification of Hysteroscopy Images of the Endometrium. - Marios S. Neofytou; Marios S. Pattichis; Constantinos S. Pattichis; Vasillis Tanos; Efthyvoulos C. Kyriacou; Dimitrios D. Koutsouris (EMBC, 2006)

Variogram methods for texture classification of atherosclerotic plaque ultrasound images. - Oliver M. Jeromin; Marios S. Pattichis; Constantinos S. Pattichis; Efthyvoulos Kyriacou; Andrew Nicolaides (Image Processing, 2006)

Continuous Monitoring of Children with Suspected Cardiac Arrhythmias. - Efthyvoulos C. Kyriacou; Anastasis Kounoudes; Loucas Paraskeva; Aggelos Konstantinides; Constantinos S. Pattichis; Antonis Jossif; Marios S. Pattichis; Dimitris Vogiatzis (eHealth, 2008)

A wireless system for monitoring of children with suspected cardiac arrhythmias. - Efthyvoulos C. Kyriacou; Marios S. Pattichis; Anastasis Kounoudes; Constantinos S. Pattichis; Loucas Paraskeva; Antonis Jossif; Dimitris Hoplaros; Dimitris Vogiatzis (PETRA, 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)

Guest Editorial Introduction to the Special Section on Computational Intelligence in Medical Systems. - Constantinos S. Pattichis; Christos N. Schizas; Marios S. Pattichis; Evangelia Micheli-Tzanakou; Efthyvoulos C. Kyriacou; Dimitrios I. Fotiadis (IEEE Trans. Inf. Technol. Biomed., 2009)

Assessment of Stroke Risk Based on Morphological Ultrasound Image Analysis with Conformal Prediction. - Antonis Lambrou; Harris Papadopoulos; Efthyvoulos C. Kyriacou; Constantinos S. Pattichis; Marios S. Pattichis; Alexander Gammerman; Andrew Nicolaides (AIAI, 2010)

Post Cardiac Surgery Home-Monitoring System. - Efthyvoulos Kyriacou; Panayiota Chimonidou; Constantinos S. Pattichis; Ekaterini C. Lambrinou; Vassilis I. Barberis; George P. Georghiou (MobiHealth, 2010)

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 post cardiac surgery home-monitoring system. - George Matheou; Efthyvoulos Kyriacou; Panayiota Chimonidou; Constantinos S. Pattichis; Ekaterini C. Lambrinou; Vassilis I. Barberis; George P. Georghiou (CompSysTech, 2011)

A Web services-based exergaming platform for senior citizens: The long lasting memories project approach to e-health care. - Panagiotis D. Bamidis; Evdokimos I. Konstantinidis; Antonis Billis; Christos A. Frantzidis; Magda Tsolaki; Walter Hlauschek; Efthyvoulos Kyriacou; Marios S. Neofytou; Constantinos S. Pattichis (EMBC, 2011)

eEmergency health care information systems. - Efthyvoulos Kyriacou; Panos Constantinides; Constantinos S. Pattichis; Marios S. Pattichis; Andreas Panayides (EMBC, 2011)

First and second order statistical texture features in carotid plaque image analysis: Preliminary results from ongoing research. - Efthyvoulos Kyriacou; Andrew Nicolaides; Constantinos S. Pattichis; Styliani Petroudi; Marios S. Pattichis; Maura Griffin; Stavros K. Kakkos; Grigoris Makris (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)

Guest Editorial introduction to the special issue on Biomedical Signal Processing and Analysis selected papers from ITAB 2009. - Constantinos S. Pattichis; Panagiotis D. Bamidis; Christodoulos S. Christodoulou; Efthyvoulos Kyriacou; Georgios D. Mitsis; Marios S. Pattichis; Constantinos Pitris (Biomed. Signal Process. Control., 2011)

Guest Editorial Introduction to the Special Issue on Citizen Centered e-Health Systems in a Global Healthcare Environment: Selected Papers From ITAB 2009. - Constantinos S. Pattichis; Christos N. Schizas; Efthyvoulos C. Kyriacou; Dimitrios I. Fotiadis; Marios S. Pattichis; Panagiotis D. Bamidis (IEEE Trans. Inf. Technol. Biomed., 2011)

Abdominal Aortic Aneurysm medical video transmission. - Andreas Panayides; Zinonas C. Antoniou; Vassilis I. Barberis; Marios S. Pattichis; Constantinos S. Pattichis; Efthyvoulos C. Kyriacou (BHI, 2012)

An MPEG-7 image retrieval system of atherosclerotic carotid plaque images. - Gianna Ioakim; Efthyvoulos Kyriacou; Anastasis A. Sofokleous; C. Chistodoulou; Constantinos S. Pattichis (BIBE, 2012)

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)

Measurement of motion of carotid bifurcation plaques. - Hamed Nasrabadi; Marios S. Pattichis; Andrew Nicolaides; Maura Griffin; Gregory C. Makris; Perry Fisher; Efthyvoulos Kyriacou; Constantinos S. Pattichis (BIBE, 2012)

Evaluation of the Risk of Stroke with Confidence Predictions Based on Ultrasound Carotid Image Analysis. - Antonis Lambrou; Harris Papadopoulos; Efthyvoulos Kyriacou; Constantinos S. Pattichis; Marios S. Pattichis; Alexander Gammerman; Andrew Nicolaides (Int. J. Artif. Intell. Tools, 2012)

Prediction of High-Risk Asymptomatic Carotid Plaques Based on Ultrasonic Image Features. - Efthyvoulos C. Kyriacou; Styliani Petroudi; Constantinos S. Pattichis; Marios S. Pattichis; Maura Griffin; Stavros K. Kakkos; Andrew Nicolaides (IEEE Trans. Inf. Technol. Biomed., 2012)

"Meleti" speech and language development support system. - Efthyvoulos Kyriacou; Marina Charalambous; Charalambos Theodorou; Christos Iliophotou; Maria Ioannou; George C. Hadjichristofi (BIBE, 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)

An mHealth System for Monitoring of Children with Suspected Cardiac Arrhythmias. - Efthyvoulos C. Kyriacou; Dimitris Hoplaros; Panayiota Chimonidou; George Matheou; M. Millis; Anastasis Kounoudes; Antonis Jossif; 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)

Prehospital health care management platform. - Efthyvoulos Kyriacou; Synesios Christou; George C. Hadjichristofi; Riana Constantinou; Andreas Panayides; Constantinos S. Pattichis (MobiHealth, 2014)

Adaptive real-time HEVC encoding of emergency scenery video. - Andreas Panayides; Anthony G. Constantinides; Marios S. Pattichis; Efthyvoulos Kyriacou; Constantinos S. Pattichis (MobiHealth, 2014)

Editorial: Intelligent Biomedical Systems. - Efthyvoulos C. Kyriacou; Vasilis J. Promponas; Ilias Maglogiannis; Christos N. Schizas; Constantinos S. Pattichis (Int. J. Artif. Intell. Tools, 2014)

Reliable Probabilistic Prediction of High-Risk Asymptomatic Carotid Plaques. - Harris Papadopoulos; Efthyvoulos Kyriacou; Andrew Nicolaides; Constantinos S. Pattichis (EANN Workshops, 2015)

Computer-Aided Diagnosis in Hysteroscopic Imaging. - Marios S. Neofytou; Vasillis Tanos; Ioannis Constantinou; Efthyvoulos C. Kyriacou; Marios S. Pattichis; Constantinos S. Pattichis (IEEE J. Biomed. Health Informatics, 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)

Unbiased confidence measures for stroke risk estimation based on ultrasound carotid image analysis. - Harris Papadopoulos; Efthyvoulos Kyriacou; Andrew Nicolaides (Neural Comput. Appl., 2017)

Integrating Machine Learning with Symbolic Reasoning to Build an Explainable AI Model for Stroke Prediction. - Nicoletta Prentzas; Andrew Nicolaides; Efthyvoulos Kyriacou; Antonis C. Kakas; Constantinos S. Pattichis (BIBE, 2019)

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

Model Agnostic Explainability Techniques in Ultrasound Image Analysis. - Nicoletta Prentzas; Marios Pitsiali; Efthyvoulos Kyriacou; Andrew Nicolaides; Antonis C. Kakas; Constantinos S. Pattichis (BIBE, 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)

Operating an eHealth System for Prehospital and Emergency Health Care Support in Light of Covid-19. - Efthyvoulos Kyriacou; Zinonas C. Antoniou; George C. Hadjichristofi; Prokopios Fragkos; Chris Kronis; Theodosis Theodosiou; Riana Constantinou (Frontiers Digit. Health, 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)

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)

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

A Comparative Performance Assessment of Different Video Codecs. - Ioanna Valiandi; Andreas S. Panayides; Efthyvoulos Kyriacou; Constantinos S. Pattichis; Marios S. Pattichis (CAIP (2), 2023)

Carotid plaque stroke risk assessment using multiscale AM-FM analysis based on DoG filterbanks. - Kyriacos P. Constantinou; Ioannis Constantinou; Marios S. Pattichis; Efthyvoulos Kyriacou; Constantinos S. Pattichis (DSP, 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)

Adaptive Strategies for Enhancing Quality of Experience in 360° Video Streaming. - Ioanna Valiandi; Marios S. Pattichis; Efthyvoulos Kyriacou; Andreas S. Panayides (IEEECONF, 2024)

Adaptive 360° Video Streaming Over Wireless Communication Channels. - Ioanna Valiandi; Marios S. Pattichis; Efthyvoulos Kyriacou; Andreas S. Panayides (ICFSP, 2024)

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)

Emergency Department Length of Stay Classification Based on Ensemble Methods and Rule Extraction. - Waqar Aziz; Andria Nicalaou; Charithea Stylianides; Andreas Panayides; Antonis C. Kakas; Efthyvoulos C. Kyriacou; Constantinos S. Pattichis (MIE, 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)

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)

Leveraging machine learning and rule extraction for enhanced transparency in emergency department length of stay prediction. - Waqar A. Sulaiman; Charithea Stylianides; Andria Nikolaou; Zinonas C. Antoniou; Ioannis Constantinou; Lakis Palazis; Anna Vavlitou; Theodoros Kyprianou; Efthyvoulos Kyriacou; Antonis C. Kakas; Marios S. Pattichis; Andreas S. Panayides; et al. (Frontiers Digit. Health, 2024)

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)

Interpretable Machine Learning for Early Detection of Critical Outcomes in the Emergency Department. - Waqar A. Sulaiman; Andreas Panayides; Eirini C. Schiza; Efthyvoulos Kyriacou; Antonis C. Kakas; Constantinos S. Pattichis (CBMS, 2025)

Bridging language barriers in healthcare: a patient-centric mobile app for multilingual health record access and sharing. - Theodoros Solomou; Stelios Mappouras; Efthyvoulos Kyriacou; Ioannis Constantinou; Zinonas C. Antoniou; Ionut-Cristian Cânciu; Marios N. Avraamides; Zoltan Lantos; Christos N. Schizas; Constantinos S. Pattichis (Frontiers Digit. Health, 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)