Multi-feature texture analysis for the classification of carotid plaques. - Christina I. Christodoulou; Constantinos S. Pattichis; Marios Pantziaris; T. Tegos; Andrew Nicolaides; T. Elatrozy; M. Sabetai; S. Dhanjil (IJCNN, 1999)

An integrated system for the assessment of ultrasonic imaging atherosclerotic carotid plaques. - Constantinos S. Pattichis; Christina I. Christodoulou; Marios Pattichis; Marios Pantziaris; Andrew Nicolaides (ICIP (1), 2001)

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)

A Comparative Study of Morphological and Other Texture Features for the Characterization of Atheroslerotic Carotid Plaques. - Christina I. Christodoulou; Edward Kyriacou; Marios S. Pattichis; Constantinos S. Pattichis; Andrew Nicolaides (CAIP, 2003)

Texture Based Classification of Atherosclerotic Carotid Plaques. - Christina I. Christodoulou; Constantinos S. Pattichis; Marios Pantziaris; Andrew Nicolaides (IEEE Trans. Medical Imaging, 2003)

Classification of Atherosclerotic Carotid Plaques Using Gray Level Morphological Analysis on Ultrasound images. - Edward Kyriacou; Constantinos S. Pattichis; Marios S. Pattichis; Andreas Mavrommatis; S. Panagiotou; Christina I. Christodoulou; Stavros K. Kakkos; Andrew Nicolaides (AIAI, 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)

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)

An Integrated System for the Segmentation of Atherosclerotic Carotid Plaque. - Philipos C. Loizou; Constantinos S. Pattichis; Marios Pantziaris; Andrew Nicolaides (IEEE Trans. Inf. Technol. Biomed., 2007)

Ultrasound imaging media layer texture analysis of the carotid artery. - Philipos C. Loizou; Marios Pantziaris; Andrew Nicolaides; Andreas Spanias; Marios S. Pattichis; Constantinos S. Pattichis (BIBE, 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)

Classification of atherosclerotic carotid plaques using morphological analysis on ultrasound images. - Edward Kyriacou; Marios S. Pattichis; Constantinos S. Pattichis; Andreas Mavrommatis; Christina I. Christodoulou; Stavros K. Kakkos; Andrew Nicolaides (Appl. Intell., 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)

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)

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)

CARES 3.0: A two stage system combining feature-based recognition and edge-based segmentation for CIMT measurement on a multi-institutional ultrasound database of 300 images. - Filippo Molinari; Kristen M. Meiburger; U. Rajendra Acharya; Guang Zeng; Paulo Sergio Rodrigues; Luca Saba; Andrew Nicolaides; Jasjit S. Suri (EMBC, 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)

CAUDLES-EF: Carotid Automated Ultrasound Double Line Extraction System Using Edge Flow. - Filippo Molinari; Kristen M. Meiburger; Guang Zeng; Andrew Nicolaides; Jasjit S. Suri (J. Digit. Imaging, 2011)

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)

Carotid ultrasound symptomatology using atherosclerotic plaque characterization: A class of Atheromatic systems. - U. Rajendra Acharya; Vinitha Sree S; Filippo Molinari; Luca Saba; Andrew Nicolaides; Shoaib Shafique; Jasjit S. Suri (EMBC, 2012)

Carotid far wall characterization using LBP, Laws' Texture Energy and wall variability: A novel class of Atheromatic systems. - U. Rajendra Acharya; Vinitha Sree S; Muthu Rama Krishnan Mookiah; Luca Saba; Filippo Molinari; Shoaib Shafique; Andrew Nicolaides; Jasjit S. Suri (EMBC, 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)

Carotid IMT variability (IMTV): Its design and validation in symptomatic vs. asymptomatic 142 Italian population. - Filippo Molinari; Kristen M. Meiburger; Luca Saba; Giuseppe Ledda; Michele Anzidei; U. Rajendra Acharya; Guang Zeng; Shoaib Shafique; Andrew Nicolaides; Jasjit S. Suri (EMBC, 2012)

Distal wall delineation using automated Dual Snake paradigm: A multi-center and multi-ethnic carotid ultrasound evaluation. - Filippo Molinari; Kristen M. Meiburger; Luca Saba; Guang Zeng; U. Rajendra Acharya; Mario Piga; Shoaib Shafique; Andrew Nicolaides; Jasjit S. Suri (EMBC, 2012)

Ultrasound IMT measurement on a multi-ethnic and multi-institutional database: Our review and experience using four fully automated and one semi-automated methods. - Filippo Molinari; Kristen M. Meiburger; Luca Saba; U. Rajendra Acharya; Giuseppe Ledda; Guang Zeng; Sin Yee Stella Ho; Anil T. Ahuja; Suzanne C. Ho; Andrew Nicolaides; Jasjit S. Suri (Comput. Methods Programs Biomed., 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)

Symptomatic vs. Asymptomatic Plaque Classification in Carotid Ultrasound. - U. Rajendra Acharya; Oliver Faust; Peng Chuan Alvin Ang; Subbhuraam Vinitha Sree; Filippo Molinari; Luca Saba; Andrew Nicolaides; Jasjit S. Suri (J. Medical Syst., 2012)

An Accurate and Generalized Approach to Plaque Characterization in 346 Carotid Ultrasound Scans. - U. Rajendra Acharya; Oliver Faust; Subbhuraam Vinitha Sree; Filippo Molinari; Luca Saba; Andrew Nicolaides; Jasjit S. Suri (IEEE Trans. Instrum. Meas., 2012)

Hypothesis Validation of Far-Wall Brightness in Carotid-Artery Ultrasound for Feature-Based IMT Measurement Using a Combination of Level-Set Segmentation and Registration. - Filippo Molinari; Ganapathy Krishnamurthi; U. Rajendra Acharya; Subbhuraam Vinitha Sree; Guang Zeng; Luca Saba; Andrew Nicolaides; Jasjit S. Suri (IEEE Trans. Instrum. Meas., 2012)

Completely Automated Multiresolution Edge Snapper - A New Technique for an Accurate Carotid Ultrasound IMT Measurement: Clinical Validation and Benchmarking on a Multi-Institutional Database. - Filippo Molinari; Constantinos S. Pattichis; Guang Zeng; Luca Saba; U. Rajendra Acharya; Roberto Sanfilippo; Andrew Nicolaides; Jasjit S. Suri (IEEE Trans. Image Process., 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)

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)

Automated IMT estimation and BMI correlation using a low-quality carotid ultrasound image database from India. - Filippo Molinari; Vipin Gupta; Poornima Prabhakaran; Kristen M. Meiburger; Luca Saba; U. Rajendra Acharya; Giuseppe Ledda; K. V. Radha Krishna; Gagandeep Kaur Walia; Sanjay Kinra; Andrew Nicolaides; Shah Ebrahim; et al. (EMBC, 2013)

Inter- and intra-observer variability analysis of completely automated cIMT measurement software (AtheroEdge™) and its benchmarking against commercial ultrasound scanner and expert Readers. - Luca Saba; Filippo Molinari; Kristen M. Meiburger; U. Rajendra Acharya; Andrew Nicolaides; Jasjit S. Suri (Comput. Biol. Medicine, 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)

Atherosclerotic plaque tissue characterization in 2D ultrasound longitudinal carotid scans for automated classification: a paradigm for stroke risk assessment. - U. Rajendra Acharya; Muthu Rama Krishnan Mookiah; Subbhuraam Vinitha Sree; David M. Afonso; João M. Sanches; Shoaib Shafique; Andrew Nicolaides; Luís Mendes Pedro; José Fernandes e Fernandes; Jasjit S. Suri (Medical Biol. Eng. Comput., 2013)

Plaque Tissue Characterization and Classification in Ultrasound Carotid Scans: A Paradigm for Vascular Feature Amalgamation. - U. Rajendra Acharya; M. Muthu Rama Krishnan; Subbhuraam Vinitha Sree; João M. Sanches; Shoaib Shafique; Andrew Nicolaides; Luís Mendes Pedro; Jasjit S. Suri (IEEE Trans. Instrum. Meas., 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)

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)

Impact of Head Rotation on the Individualized Common Carotid Flow and Carotid Bifurcation Hemodynamics. - Nicolas Aristokleous; Ioannis Seimenis; Georgios C. Georgiou; Yannis Papaharilaou; Brigitta C. Brott; Andrew Nicolaides; Andreas S. Anayiotos (IEEE J. Biomed. Health Informatics, 2014)

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

A comparative approach of four different image registration techniques for quantitative assessment of coronary artery calcium lesions using intravascular ultrasound. - Tadashi Araki; Nobutaka Ikeda; Nilanjan Dey; Sayan Chakraborty; Luca Saba; Dinesh Kumar; Elisa Cuadrado Godia; Xiaoyi Jiang 001; Ajay Gupta; Petia Radeva; John R. Laird; Andrew Nicolaides; et al. (Comput. Methods Programs Biomed., 2015)

Accurate cloud-based smart IMT measurement, its validation and stroke risk stratification in carotid ultrasound: A web-based point-of-care tool for multicenter clinical trial. - Luca Saba; Sumit K. Banchhor; Harman S. Suri; Narendra D. Londhe; Tadashi Araki; Nobutaka Ikeda; Klaudija Viskovic; Shoaib Shafique; John R. Laird; Ajay Gupta; Andrew Nicolaides; Jasjit S. Suri (Comput. Biol. Medicine, 2016)

PCA-based polling strategy in machine learning framework for coronary artery disease risk assessment in intravascular ultrasound: A link between carotid and coronary grayscale plaque morphology. - Tadashi Araki; Nobutaka Ikeda; Devarshi Shukla; Pankaj Kumar Jain; Narendra D. Londhe; Vimal K. Shrivastava; Sumit K. Banchhor; Luca Saba; Andrew Nicolaides; Shoaib Shafique; John R. Laird; Jasjit S. Suri (Comput. Methods Programs Biomed., 2016)

A new method for IVUS-based coronary artery disease risk stratification: A link between coronary & carotid ultrasound plaque burdens. - Tadashi Araki; Nobutaka Ikeda; Devarshi Shukla; Narendra D. Londhe; Vimal K. Shrivastava; Sumit K. Banchhor; Luca Saba; Andrew Nicolaides; Shoaib Shafique; John R. Laird; Jasjit S. Suri (Comput. Methods Programs Biomed., 2016)

Five multiresolution-based calcium volume measurement techniques from coronary IVUS videos: A comparative approach. - Sumit K. Banchhor; Tadashi Araki; Narendra D. Londhe; Nobutaka Ikeda; Petia Radeva; Ayman El-Baz; Luca Saba; Andrew Nicolaides; Shoaib Shafique; John R. Laird; Jasjit S. Suri (Comput. Methods Programs Biomed., 2016)

Reliable and Accurate Calcium Volume Measurement in Coronary Artery Using Intravascular Ultrasound Videos. - Tadashi Araki; Sumit K. Banchhor; Narendra D. Londhe; Nobutaka Ikeda; Petia Radeva; Devarshi Shukla; Luca Saba; Antonella Balestrieri; Andrew Nicolaides; Shoaib Shafique; John R. Laird; Jasjit S. Suri (J. Medical Syst., 2016)

Two Automated Techniques for Carotid Lumen Diameter Measurement: Regional versus Boundary Approaches. - Tadashi Araki; P. Krishna Kumar; Harman S. Suri; Nobutaka Ikeda; Ajay Gupta; Luca Saba; Jeny Rajan; Francesco Lavra; Aditya M. Sharma 001; Shoaib Shafique; Andrew Nicolaides; John R. Laird; et al. (J. Medical Syst., 2016)

Effect of Watermarking on Diagnostic Preservation of Atherosclerotic Ultrasound Video in Stroke Telemedicine. - Nilanjan Dey; Soumyo Bose; Achintya Das; Sheli Sinha Chaudhuri; Luca Saba; Shoaib Shafique; Andrew Nicolaides; Jasjit S. Suri (J. Medical Syst., 2016)

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)

Stroke Risk Stratification and its Validation using Ultrasonic Echolucent Carotid Wall Plaque Morphology: A Machine Learning Paradigm. - Tadashi Araki; Pankaj Kumar Jain; Harman S. Suri; Narendra D. Londhe; Nobutaka Ikeda; Ayman El-Baz; Vimal K. Shrivastava; Luca Saba; Andrew Nicolaides; Shoaib Shafique; John R. Laird; Ajay Gupta; et al. (Comput. Biol. Medicine, 2017)

Web-based accurate measurements of carotid lumen diameter and stenosis severity: An ultrasound-based clinical tool for stroke risk assessment during multicenter clinical trials. - Luca Saba; Sumit K. Banchhor; Narendra D. Londhe; Tadashi Araki; John R. Laird; Ajay Gupta; Andrew Nicolaides; Jasjit S. Suri (Comput. Biol. Medicine, 2017)

Automated segmental-IMT measurement in thin/thick plaque with bulb presence in carotid ultrasound from multiple scanners: Stroke risk assessment. - Nobutaka Ikeda; Nilanjan Dey; Aditya Sharma 001; Ajay Gupta; Soumyo Bose; Suvojit Acharjee; Shoaib Shafique; Elisa Cuadrado Godia; Tadashi Araki; Luca Saba; John R. Laird; Andrew Nicolaides; et al. (Comput. Methods Programs Biomed., 2017)

Plaque Tissue Morphology-Based Stroke Risk Stratification Using Carotid Ultrasound: A Polling-Based PCA Learning Paradigm. - Luca Saba; Pankaj Kumar Jain; Harman S. Suri; Nobutaka Ikeda; Tadashi Araki; Bikesh Kumar Singh; Andrew Nicolaides; Shoaib Shafique; Ajay Gupta; John R. Laird; Jasjit S. Suri (J. Medical Syst., 2017)

Accurate lumen diameter measurement in curved vessels in carotid ultrasound: an iterative scale-space and spatial transformation approach. - P. Krishna Kumar; Tadashi Araki; Jeny Rajan; Luca Saba; Francesco Lavra; Nobutaka Ikeda; Aditya M. Sharma 001; Shoaib Shafique; Andrew Nicolaides; John R. Laird; Ajay Gupta; Jasjit S. Suri (Medical Biol. Eng. Comput., 2017)

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

Deep learning strategy for accurate carotid intima-media thickness measurement: An ultrasound study on Japanese diabetic cohort. - Mainak Biswas; Venkatanareshbabu Kuppili; Tadashi Araki; Damodar Reddy Edla; Elisa Cuadrado Godia; Luca Saba; Harman S. Suri; Tomaz Omerzu; John R. Laird; Narendra N. Khanna; Andrew Nicolaides; Jasjit S. Suri (Comput. Biol. Medicine, 2018)

Morphologic TPA (mTPA) and composite risk score for moderate carotid atherosclerotic plaque is strongly associated with HbA1c in diabetes cohort. - Elisa Cuadrado Godia; Md. Maniruzzaman; Tadashi Araki; Anudeep Puvvula; Md. Jahanur Rahman; Luca Saba; Harman S. Suri; Ajay Gupta; Sumit K. Banchhor; Jagjit S. Teji; Tomaz Omerzu; Narendra N. Khanna; et al. (Comput. Biol. Medicine, 2018)

State-of-the-art review on automated lumen and adventitial border delineation and its measurements in carotid ultrasound. - P. Krishna Kumar; Tadashi Araki; Jeny Rajan; John R. Laird; Andrew Nicolaides; Jasjit S. Suri (Comput. Methods Programs Biomed., 2018)

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)

Ranking of stroke and cardiovascular risk factors for an optimal risk calculator design: Logistic regression approach. - Elisa Cuadrado Godia; Ankush D. Jamthikar; Deep Gupta; Narendra N. Khanna; Tadashi Araki; Md. Maniruzzaman; Luca Saba; Andrew Nicolaides; Aditya Sharma 001; Tomaz Omerzu; Harman S. Suri; Ajay Gupta; et al. (Comput. Biol. Medicine, 2019)

Performance evaluation of 10-year ultrasound image-based stroke/cardiovascular (CV) risk calculator by comparing against ten conventional CV risk calculators: A diabetic study. - Narendra N. Khanna; Ankush D. Jamthikar; Deep Gupta; Andrew Nicolaides; Tadashi Araki; Luca Saba; Elisa Cuadrado Godia; Aditya Sharma 001; Tomaz Omerzu; Harman S. Suri; Ajay Gupta; Sophie Mavrogeni; et al. (Comput. Biol. Medicine, 2019)

Deep learning fully convolution network for lumen characterization in diabetic patients using carotid ultrasound: a tool for stroke risk. - Mainak Biswas; Venkatanareshbabu Kuppili; Luca Saba; Damodar Reddy Edla; Harman S. Suri; Aditya Sharma 001; Elisa Cuadrado Godia; John R. Laird; Andrew Nicolaides; Jasjit S. Suri (Medical Biol. Eng. Comput., 2019)

Effect of carotid image-based phenotypes on cardiovascular risk calculator: AECRS1.0. - Narendra N. Khanna; Ankush D. Jamthikar; Deep Gupta; Tadashi Araki; Matteo Piga; Luca Saba; Carlo Carcassi; Andrew Nicolaides; John R. Laird; Harman S. Suri; Ajay Gupta; Sophie Mavrogeni; et al. (Medical Biol. Eng. Comput., 2019)

Two-stage artificial intelligence model for jointly measurement of atherosclerotic wall thickness and plaque burden in carotid ultrasound: A screening tool for cardiovascular/stroke risk assessment. - Mainak Biswas; Luca Saba; Shubhro Chakrabartty; Narender N. Khanna; Hanjung Song; Harman S. Suri; Petros P. Sfikakis; Sophie Mavrogeni; Klaudija Viskovic; John R. Laird; Elisa Cuadrado Godia; Andrew Nicolaides; et al. (Comput. Biol. Medicine, 2020)

Artificial intelligence framework for predictive cardiovascular and stroke risk assessment models: A narrative review of integrated approaches using carotid ultrasound. - Ankush D. Jamthikar; Deep Gupta; Luca Saba; Narendra N. Khanna; Klaudija Viskovic; Sophie Mavrogeni; John R. Laird; Naveed Sattar; Amer M. Johri; Gyan Pareek; Martin Miner; Petros P. Sfikakis; et al. (Comput. Biol. Medicine, 2020)

Low-Cost Office-Based Cardiovascular Risk Stratification Using Machine Learning and Focused Carotid Ultrasound in an Asian-Indian Cohort. - Ankush D. Jamthikar; Deep Gupta; Amer M. Johri; Laura E. Mantella; Luca Saba; Raghu Kolluri; Aditya M. Sharma 001; Vijay Viswanathan 001; Andrew Nicolaides; Jasjit S. Suri (J. Medical Syst., 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)

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)

Hybrid deep learning segmentation models for atherosclerotic plaque in internal carotid artery B-mode ultrasound. - Pankaj Kumar Jain; Neeraj Sharma; Argiris A. Giannopoulos; Luca Saba; Andrew Nicolaides; Jasjit S. Suri (Comput. Biol. Medicine, 2021)

A Review on Joint Carotid Intima-Media Thickness and Plaque Area Measurement in Ultrasound for Cardiovascular/Stroke Risk Monitoring: Artificial Intelligence Framework. - Mainak Biswas; Luca Saba; Tomaz Omerzu; Amer M. Johri; Narendra N. Khanna; Klaudija Viskovic; Sophie Mavrogeni; John R. Laird; Gyan Pareek; Martin Miner; Antonella Balestrieri; Petros P. Sfikakis; et al. (J. Digit. Imaging, 2021)

Wilson disease tissue classification and characterization using seven artificial intelligence models embedded with 3D optimization paradigm on a weak training brain magnetic resonance imaging datasets: a supercomputer application. - Mohit Agarwal 003; Luca Saba; Suneet K. Gupta 001; Amer M. Johri; Narendra N. Khanna; Sophie Mavrogeni; John R. Laird; Gyan Pareek; Martin Miner; Petros P. Sfikakis; Athanasios Protogerou; Aditya M. Sharma 001; et al. (Medical Biol. Eng. Comput., 2021)

A Multicenter Study on Carotid Ultrasound Plaque Tissue Characterization and Classification Using Six Deep Artificial Intelligence Models: A Stroke Application. - Luca Saba; Siva Skandha Sanagala; Suneet K. Gupta 001; Vijaya Kumar Koppula; John R. Laird; Vijay Viswanathan 001; Miguel J. Sanches; George D. Kitas; Amer M. Johri; Neeraj Sharma; Andrew Nicolaides; Jasjit S. Suri (IEEE Trans. Instrum. Meas., 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)

Eight pruning deep learning models for low storage and high-speed COVID-19 computed tomography lung segmentation and heatmap-based lesion localization: A multicenter study using COVLIAS 2.0. - Mohit Agarwal 003; Sushant Agarwal; Luca Saba; Gian Luca Chabert; Suneet K. Gupta 001; Alessandro Carriero; Alessio Pasche; Pietro Danna; Armin Mehmedovic; Gavino Faa; Saurabh Shrivastava; Kanishka Jain; et al. (Comput. Biol. Medicine, 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)

A hybrid deep learning paradigm for carotid plaque tissue characterization and its validation in multicenter cohorts using a supercomputer framework. - Siva Skandha Sanagala; Andrew Nicolaides; Suneet K. Gupta 001; Vijaya Kumar Koppula; Luca Saba; Amer M. Johri; Manudeep S. Kalra; Jasjit S. Suri (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)

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)

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)

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)

Attention-based hybrid deep learning models and its scientific validation for cardiovascular disease risk stratification. - Mrinalini Bhagawati; Siddharth Gupta; Sudip Paul; Laura E. Mantella; Amer M. Johri; John R. Laird; Ekta Tiwari; Narendra N. Khanna; Andrew Nicolaides; Rajesh Singh; Mustafa Al-Maini; Luca Saba; et al. (Biomed. Signal Process. Control., 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)