Andrew Nicolaides

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 37

Top Topics

Ultrasound Images

Risk Assessment

Top Venues

Comput. Biol. Medicine

Comput. Methods Programs Biomed.

Medical Biol. Eng. Comput.

J. Medical Syst.

Publications

Georgia D. Liapi, Michalis Gemenaris, Christos P. Loizou, Efthyvoulos Kyriacou, Kyriacos P. Constatninou, Andrew Nicolaides
Automated segmentation and classification of the atherosclerotic carotid plaque in ultrasound videos. DSP (2023)
Georgia D. Liapi, Christos Markides, Christos P. Loizou, Maura Griffin, Andrew Nicolaides, Efthyvoulos Kyriacou
Stroke Risk Stratification Using Transfer Learning on Carotid Ultrasound Images. CAIP (2) (2023)
Georgia D. Liapi, Efthyvoulos Kyriacou, Christos P. Loizou, Andreas S. Panayides, Constantinos S. Pattichis, Andrew Nicolaides
Deep Learning-Based Segmentation of the Atherosclerotic Carotid Plaque in Ultrasonic Images. AIAI Workshops (2022)
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
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 144 (2022)
Siva Skandha Sanagala, Andrew Nicolaides, Suneet Kr. Gupta, Vijaya Kumar Koppula, Luca Saba, Amer M. Johri, Manudeep S. Kalra, Jasjit S. Suri
A hybrid deep learning paradigm for carotid plaque tissue characterization and its validation in multicenter cohorts using a supercomputer framework. Comput. Biol. Medicine 141 (2022)
Mohit Agarwal, Sushant Agarwal, Luca Saba, Gian Luca Chabert, Suneet K. Gupta, Alessandro Carriero, Alessio Pasche, Pietro Danna, Armin Mehmedovic, Gavino Faa, Saurabh Shrivastava, Kanishka Jain, Harsh Jain, Tanay Jujaray, Inder M. Singh, Monika Turk, Paramjit S. Chadha, Amer M. Johri, Narendra N. Khanna, Sophie Mavrogeni, John R. Laird, David W. Sobel, Martin Miner, Antonella Balestrieri, Petros P. Sfikakis, George Tsoulfas, Durga Prasanna Misra, Vikas Agarwal, George D. Kitas, Jagjit S. Teji, Mustafa Al-Maini, Surinder K. Dhanjil, Andrew Nicolaides, Aditya Sharma, Vijay Rathore, Mostafa Fatemi, Azra Alizad, Pudukode R. Krishnan, Rajanikant R. Yadav, Frence Nagy, Zsigmond Tamás Kincses, Zoltan Ruzsa, Subbaram Naidu, Klaudija Viskovic, Manudeep K. Kalra, Jasjit S. Suri
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. Comput. Biol. Medicine 146 (2022)
Luca Saba, Siva Skandha Sanagala, Suneet Kr. Gupta, Vijaya Kumar Koppula, John R. Laird, Vijay Viswanathan, Miguel J. Sanches, George D. Kitas, Amer M. Johri, Neeraj Sharma, Andrew Nicolaides, Jasjit S. Suri
A Multicenter Study on Carotid Ultrasound Plaque Tissue Characterization and Classification Using Six Deep Artificial Intelligence Models: A Stroke Application. IEEE Trans. Instrum. Meas. 70 (2021)
Mohit Agarwal, Luca Saba, Suneet Kr. Gupta, Amer M. Johri, Narendra N. Khanna, Sophie Mavrogeni, John R. Laird, Gyan Pareek, Martin Miner, Petros P. Sfikakis, Athanasios Protogerou, Aditya M. Sharma, Vijay Viswanathan, George D. Kitas, Andrew Nicolaides, Jasjit S. Suri
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. Medical Biol. Eng. Comput. 59 (3) (2021)
Pankaj K. Jain, Neeraj Sharma, Argiris A. Giannopoulos, Luca Saba, Andrew Nicolaides, Jasjit S. Suri
Hybrid deep learning segmentation models for atherosclerotic plaque in internal carotid artery B-mode ultrasound. Comput. Biol. Medicine 136 (2021)
Nicoletta Prentzas, Marios Pitsiali, Efthyvoulos Kyriacou, Andrew Nicolaides, Antonis C. Kakas, Constantinos S. Pattichis
Model Agnostic Explainability Techniques in Ultrasound Image Analysis. BIBE (2021)
Christos P. Loizou, Marios Pantzaris, Efthyvoulos Kyriacou, Andrew Nicolaides, Constantinos S. Pattichis
Effect of the internal carotid artery degree of stenosis on wall and plaque distensibility. Biomed. Signal Process. Control. 68 (2021)
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, Athanasios Protogerou, Durga Prasanna Misra, Vikas Agarwal, George D. Kitas, Raghu Kolluri, Aditya M. Sharma, Vijay Viswanathan, Zoltan Ruzsa, Andrew Nicolaides, Jasjit S. Suri
A Review on Joint Carotid Intima-Media Thickness and Plaque Area Measurement in Ultrasound for Cardiovascular/Stroke Risk Monitoring: Artificial Intelligence Framework. J. Digit. Imaging 34 (3) (2021)
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, Aditya M. Sharma, Vijay Viswanathan, Athanasios Protogerou, George D. Kitas, Gyan Pareek, Martin Miner, Jasjit S. Suri
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. Comput. Biol. Medicine 123 (2020)
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, Athanasios Protogerou, Vijay Viswanathan, Aditya M. Sharma, George D. Kitas, Andrew Nicolaides, Raghu Kolluri, Jasjit S. Suri
Artificial intelligence framework for predictive cardiovascular and stroke risk assessment models: A narrative review of integrated approaches using carotid ultrasound. Comput. Biol. Medicine 126 (2020)
Ankush D. Jamthikar, Deep Gupta, Amer M. Johri, Laura E. Mantella, Luca Saba, Raghu Kolluri, Aditya M. Sharma, Vijay Viswanathan, Andrew Nicolaides, Jasjit S. Suri
Low-Cost Office-Based Cardiovascular Risk Stratification Using Machine Learning and Focused Carotid Ultrasound in an Asian-Indian Cohort. J. Medical Syst. 44 (12) (2020)
Mainak Biswas, Venkatanareshbabu Kuppili, Luca Saba, Damodar Reddy Edla, Harman S. Suri, Aditya M. Sharma, Elisa Cuadrado Godia, John R. Laird, Andrew Nicolaides, Jasjit S. Suri
Deep learning fully convolution network for lumen characterization in diabetic patients using carotid ultrasound: a tool for stroke risk. Medical Biol. Eng. Comput. 57 (2) (2019)
Elisa Cuadrado Godia, Ankush D. Jamthikar, Deep Gupta, Narendra N. Khanna, Tadashi Araki, Md. Maniruzzaman, Luca Saba, Andrew Nicolaides, Aditya M. Sharma, Tomaz Omerzu, Harman S. Suri, Ajay Gupta, Sophie Mavrogeni, Monika Turk, John R. Laird, Athanasios Protogerou, Petros P. Sfikakis, George D. Kitas, Jasjit S. Suri
Ranking of stroke and cardiovascular risk factors for an optimal risk calculator design: Logistic regression approach. Comput. Biol. Medicine 108 (2019)
Nicoletta Prentzas, Andrew Nicolaides, Efthyvoulos Kyriacou, Antonis C. Kakas, Constantinos S. Pattichis
Integrating Machine Learning with Symbolic Reasoning to Build an Explainable AI Model for Stroke Prediction. BIBE (2019)
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, Athanasios Protogerou, Petros P. Sfikakis, George D. Kitas, Jasjit S. Suri
Effect of carotid image-based phenotypes on cardiovascular risk calculator: AECRS1.0. Medical Biol. Eng. Comput. 57 (7) (2019)
Narendra N. Khanna, Ankush D. Jamthikar, Deep Gupta, Andrew Nicolaides, Tadashi Araki, Luca Saba, Elisa Cuadrado Godia, Aditya M. Sharma, Tomaz Omerzu, Harman S. Suri, Ajay Gupta, Sophie Mavrogeni, Monika Turk, John R. Laird, Athanasios Protogerou, Petros P. Sfikakis, George D. Kitas, Vijay Viswanathan, Jasjit S. Suri
Performance evaluation of 10-year ultrasound image-based stroke/cardiovascular (CV) risk calculator by comparing against ten conventional CV risk calculators: A diabetic study. Comput. Biol. Medicine 105 (2019)
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, John R. Laird, Andrew Nicolaides, Sophie Mavrogeni, George D. Kitas, Jasjit S. Suri
Morphologic TPA (mTPA) and composite risk score for moderate carotid atherosclerotic plaque is strongly associated with HbA1c in diabetes cohort. Comput. Biol. Medicine 101 (2018)
P. Krishna Kumar, Tadashi Araki, Jeny Rajan, John R. Laird, Andrew Nicolaides, Jasjit S. Suri
State-of-the-art review on automated lumen and adventitial border delineation and its measurements in carotid ultrasound. Comput. Methods Programs Biomed. 163 (2018)
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
Deep learning strategy for accurate carotid intima-media thickness measurement: An ultrasound study on Japanese diabetic cohort. Comput. Biol. Medicine 98 (2018)
Harris Papadopoulos, Efthyvoulos Kyriacou, Andrew Nicolaides
Unbiased confidence measures for stroke risk estimation based on ultrasound carotid image analysis. Neural Comput. Appl. 28 (6) (2017)
Tadashi Araki, Pankaj K. 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, Jasjit S. Suri
Stroke Risk Stratification and its Validation using Ultrasonic Echolucent Carotid Wall Plaque Morphology: A Machine Learning Paradigm. Comput. Biol. Medicine 80 (2017)
P. Krishna Kumar, Tadashi Araki, Jeny Rajan, Luca Saba, Francesco Lavra, Nobutaka Ikeda, Aditya M. Sharma, Shoaib Shafique, Andrew Nicolaides, John R. Laird, Ajay Gupta, Jasjit S. Suri
Accurate lumen diameter measurement in curved vessels in carotid ultrasound: an iterative scale-space and spatial transformation approach. Medical Biol. Eng. Comput. 55 (8) (2017)
Luca Saba, Pankaj K. Jain, Harman S. Suri, Nobutaka Ikeda, Tadashi Araki, Bikesh Kumar Singh, Andrew Nicolaides, Shoaib Shafique, Ajay Gupta, John R. Laird, Jasjit S. Suri
Plaque Tissue Morphology-Based Stroke Risk Stratification Using Carotid Ultrasound: A Polling-Based PCA Learning Paradigm. J. Medical Syst. 41 (6) (2017)
Nobutaka Ikeda, Nilanjan Dey, Aditya M. Sharma, Ajay Gupta, Soumyo Bose, Suvojit Acharjee, Shoaib Shafique, Elisa Cuadrado Godia, Tadashi Araki, Luca Saba, John R. Laird, Andrew Nicolaides, Jasjit S. Suri
Automated segmental-IMT measurement in thin/thick plaque with bulb presence in carotid ultrasound from multiple scanners: Stroke risk assessment. Comput. Methods Programs Biomed. 141 (2017)
Luca Saba, Sumit K. Banchhor, Narendra D. Londhe, Tadashi Araki, John R. Laird, Ajay Gupta, Andrew Nicolaides, Jasjit S. Suri
Web-based accurate measurements of carotid lumen diameter and stenosis severity: An ultrasound-based clinical tool for stroke risk assessment during multicenter clinical trials. Comput. Biol. Medicine 91 (2017)
Efthyvoulos Kyriacou, Andrew Nicolaides, Alexandra Constantinou, Maura Griffin, Christos P. Loizou, Marios S. Pattichis, Hamed Nasrabadi, Constantinos S. Pattichis
Carotid Bifurcation Plaque Stability Estimation Based on Motion Analysis. CBMS (2017)
Tadashi Araki, Nobutaka Ikeda, Devarshi Shukla, Pankaj K. Jain, Narendra D. Londhe, Vimal K. Shrivastava, Sumit K. Banchhor, Luca Saba, Andrew Nicolaides, Shoaib Shafique, John R. Laird, Jasjit S. Suri
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. Comput. Methods Programs Biomed. 128 (2016)
Nilanjan Dey, Soumyo Bose, Achintya Das, Sheli Sinha Chaudhuri, Luca Saba, Shoaib Shafique, Andrew Nicolaides, Jasjit S. Suri
Effect of Watermarking on Diagnostic Preservation of Atherosclerotic Ultrasound Video in Stroke Telemedicine. J. Medical Syst. 40 (4) (2016)
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
Five multiresolution-based calcium volume measurement techniques from coronary IVUS videos: A comparative approach. Comput. Methods Programs Biomed. 134 (2016)
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
Reliable and Accurate Calcium Volume Measurement in Coronary Artery Using Intravascular Ultrasound Videos. J. Medical Syst. 40 (3) (2016)
Tadashi Araki, P. Krishna Kumar, Harman S. Suri, Nobutaka Ikeda, Ajay Gupta, Luca Saba, Jeny Rajan, Francesco Lavra, Aditya M. Sharma, Shoaib Shafique, Andrew Nicolaides, John R. Laird, Jasjit S. Suri
Two Automated Techniques for Carotid Lumen Diameter Measurement: Regional versus Boundary Approaches. J. Medical Syst. 40 (7) (2016)
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
A new method for IVUS-based coronary artery disease risk stratification: A link between coronary & carotid ultrasound plaque burdens. Comput. Methods Programs Biomed. 124 (2016)
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
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. Comput. Biol. Medicine 75 (2016)
Tadashi Araki, Nobutaka Ikeda, Nilanjan Dey, Sayan Chakraborty, Luca Saba, Dinesh Kumar, Elisa Cuadrado Godia, Xiaoyi Jiang, Ajay Gupta, Petia Radeva, John R. Laird, Andrew Nicolaides, Jasjit S. Suri
A comparative approach of four different image registration techniques for quantitative assessment of coronary artery calcium lesions using intravascular ultrasound. Comput. Methods Programs Biomed. 118 (2) (2015)
Edward Kyriacou, Paris Vogazianos, Christina I. Christodoulou, Christos P. Loizou, Andreas Panayides, Styliani Petroudi, Marios S. Pattichis, Marios Pantziaris, Andrew Nicolaides, Constantinos S. Pattichis
Prediction of the time period of stroke based on ultrasound image analysis of initially asymptomatic carotid plaques. EMBC (2015)
Harris Papadopoulos, Efthyvoulos Kyriacou, Andrew Nicolaides, Constantinos S. Pattichis
Reliable Probabilistic Prediction of High-Risk Asymptomatic Carotid Plaques. EANN Workshops (2015)
Christos P. Loizou, Víctor Murray, Marios S. Pattichis, Marios Pantziaris, Andrew Nicolaides, Constantinos S. Pattichis
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 (2014)
Nicolas Aristokleous, Ioannis Seimenis, Georgios C. Georgiou, Yannis Papaharilaou, Brigitta C. Brott, Andrew Nicolaides, Andreas S. Anayiotos
Impact of Head Rotation on the Individualized Common Carotid Flow and Carotid Bifurcation Hemodynamics. IEEE J. Biomed. Health Informatics 18 (3) (2014)
Christos P. Loizou, Niki Georghiou, Maura Griffin, Efthyvoulos Kyriacou, Andrew Nicolaides, Constantinos S. Pattichis
Texture analysis of the media-layer of the left and right common carotid artery. BHI (2014)
U. Rajendra Acharya, M. Muthu Rama Krishnan, Subbhuraam Vinitha Sree, João M. Sanches, Shoaib Shafique, Andrew Nicolaides, Luís Mendes Pedro, Jasjit S. Suri
Plaque Tissue Characterization and Classification in Ultrasound Carotid Scans: A Paradigm for Vascular Feature Amalgamation. IEEE Trans. Instrum. Meas. 62 (2) (2013)
Luca Saba, Filippo Molinari, Kristen M. Meiburger, U. Rajendra Acharya, Andrew Nicolaides, Jasjit S. Suri
Inter- and intra-observer variability analysis of completely automated cIMT measurement software (AtheroEdge™) and its benchmarking against commercial ultrasound scanner and expert Readers. Comput. Biol. Medicine 43 (9) (2013)
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, Jasjit S. Suri
Automated IMT estimation and BMI correlation using a low-quality carotid ultrasound image database from India. EMBC (2013)
Christos P. Loizou, Charoula Theofanous, Marios Pantziaris, Takis Kasparis, Pavlos Christodoulides, Andrew Nicolaides, Constantinos S. Pattichis
Despeckle Filtering Toolbox for Medical Ultrasound Video. Int. J. Monit. Surveillance Technol. Res. 1 (4) (2013)
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
Atherosclerotic plaque tissue characterization in 2D ultrasound longitudinal carotid scans for automated classification: a paradigm for stroke risk assessment. Medical Biol. Eng. Comput. 51 (5) (2013)
Christos P. Loizou, Constantinos S. Pattichis, Niki Georghiou, Maura Griffin, Andrew Nicolaides
A comparison of ultrasound intima media thickness measurements of the left and right common carotid artery. BIBE (2013)
Efthyvoulos C. Kyriacou, Styliani Petroudi, Constantinos S. Pattichis, Marios S. Pattichis, Maura Griffin, Stavros K. Kakkos, Andrew Nicolaides
Prediction of High-Risk Asymptomatic Carotid Plaques Based on Ultrasonic Image Features. IEEE Trans. Inf. Technol. Biomed. 16 (5) (2012)
Antonis Lambrou, Harris Papadopoulos, Efthyvoulos Kyriacou, Constantinos S. Pattichis, Marios S. Pattichis, Alexander Gammerman, Andrew Nicolaides
Evaluation of the Risk of Stroke with Confidence Predictions Based on Ultrasound Carotid Image Analysis. Int. J. Artif. Intell. Tools 21 (4) (2012)
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
Ultrasound IMT measurement on a multi-ethnic and multi-institutional database: Our review and experience using four fully automated and one semi-automated methods. Comput. Methods Programs Biomed. 108 (3) (2012)
Filippo Molinari, Ganapathy Krishnamurthi, U. Rajendra Acharya, Subbhuraam Vinitha Sree, Guang Zeng, Luca Saba, Andrew Nicolaides, Jasjit S. Suri
Hypothesis Validation of Far-Wall Brightness in Carotid-Artery Ultrasound for Feature-Based IMT Measurement Using a Combination of Level-Set Segmentation and Registration. IEEE Trans. Instrum. Meas. 61 (4) (2012)
U. Rajendra Acharya, Oliver Faust, Peng Chuan Alvin Ang, Subbhuraam Vinitha Sree, Filippo Molinari, Luca Saba, Andrew Nicolaides, Jasjit S. Suri
Symptomatic vs. Asymptomatic Plaque Classification in Carotid Ultrasound. J. Medical Syst. 36 (3) (2012)
U. Rajendra Acharya, Vinitha Sree S, Filippo Molinari, Luca Saba, Andrew Nicolaides, Shoaib Shafique, Jasjit S. Suri
Carotid ultrasound symptomatology using atherosclerotic plaque characterization: A class of Atheromatic systems. EMBC (2012)
Filippo Molinari, Constantinos S. Pattichis, Guang Zeng, Luca Saba, U. Rajendra Acharya, Roberto Sanfilippo, Andrew Nicolaides, Jasjit S. Suri
Completely Automated Multiresolution Edge Snapper - A New Technique for an Accurate Carotid Ultrasound IMT Measurement: Clinical Validation and Benchmarking on a Multi-Institutional Database. IEEE Trans. Image Process. 21 (3) (2012)
Filippo Molinari, Kristen M. Meiburger, Luca Saba, Giuseppe Ledda, Michele Anzidei, U. Rajendra Acharya, Guang Zeng, Shoaib Shafique, Andrew Nicolaides, Jasjit S. Suri
Carotid IMT variability (IMTV): Its design and validation in symptomatic vs. asymptomatic 142 Italian population. EMBC (2012)
U. Rajendra Acharya, Oliver Faust, Subbhuraam Vinitha Sree, Filippo Molinari, Luca Saba, Andrew Nicolaides, Jasjit S. Suri
An Accurate and Generalized Approach to Plaque Characterization in 346 Carotid Ultrasound Scans. IEEE Trans. Instrum. Meas. 61 (4) (2012)
Hamed Nasrabadi, Marios S. Pattichis, Andrew Nicolaides, Maura Griffin, Gregory C. Makris, Perry Fisher, Efthyvoulos Kyriacou, Constantinos S. Pattichis
Measurement of motion of carotid bifurcation plaques. BIBE (2012)
Christos P. Loizou, Styliani Petroudi, Constantinos S. Pattichis, Marios Pantziaris, Takis Kasparis, Andrew Nicolaides
Segmentation of atherosclerotic carotid plaque in ultrasound video. EMBC (2012)
U. Rajendra Acharya, Vinitha Sree S, Muthu Rama Krishnan Mookiah, Luca Saba, Filippo Molinari, Shoaib Shafique, Andrew Nicolaides, Jasjit S. Suri
Carotid far wall characterization using LBP, Laws' Texture Energy and wall variability: A novel class of Atheromatic systems. EMBC (2012)
Filippo Molinari, Kristen M. Meiburger, Luca Saba, Guang Zeng, U. Rajendra Acharya, Mario Piga, Shoaib Shafique, Andrew Nicolaides, Jasjit S. Suri
Distal wall delineation using automated Dual Snake paradigm: A multi-center and multi-ethnic carotid ultrasound evaluation. EMBC (2012)
Filippo Molinari, Kristen M. Meiburger, Guang Zeng, Andrew Nicolaides, Jasjit S. Suri
CAUDLES-EF: Carotid Automated Ultrasound Double Line Extraction System Using Edge Flow. J. Digit. Imaging 24 (6) (2011)
Efthyvoulos Kyriacou, Andrew Nicolaides, Constantinos S. Pattichis, Styliani Petroudi, Marios S. Pattichis, Maura Griffin, Stavros K. Kakkos, Grigoris Makris
First and second order statistical texture features in carotid plaque image analysis: Preliminary results from ongoing research. EMBC (2011)
Filippo Molinari, Christos P. Loizou, Guang Zeng, Constantinos S. Pattichis, Marios Pantziaris, William Liboni, Andrew Nicolaides, Jasjit S. Suri
Completely automated multiresolution edge snapper (CAMES): a new technique for an accurate carotid ultrasound IMT measurement and its validation on a multi-institutional database. Medical Imaging: Image Processing (2011)
Filippo Molinari, Kristen M. Meiburger, U. Rajendra Acharya, Guang Zeng, Paulo Sergio Rodrigues, Luca Saba, Andrew Nicolaides, Jasjit S. Suri
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. EMBC (2011)
Efthyvoulos C. Kyriacou, Constantinos S. Pattichis, Marios S. Pattichis, Christos P. Loizou, Christodoulos S. Christodoulou, Stavros K. Kakkos, Andrew Nicolaides
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. 14 (4) (2010)
Antonis Lambrou, Harris Papadopoulos, Efthyvoulos C. Kyriacou, Constantinos S. Pattichis, Marios S. Pattichis, Alexander Gammerman, Andrew Nicolaides
Assessment of Stroke Risk Based on Morphological Ultrasound Image Analysis with Conformal Prediction. AIAI (2010)
Edward Kyriacou, Marios S. Pattichis, Constantinos S. Pattichis, Andreas Mavrommatis, Christina I. Christodoulou, Stavros K. Kakkos, Andrew Nicolaides
Classification of atherosclerotic carotid plaques using morphological analysis on ultrasound images. Appl. Intell. 30 (1) (2009)
Christos P. Loizou, Víctor Murray, Marios S. Pattichis, Christodoulos S. Christodoulou, Marios Pantziaris, Andrew Nicolaides, Constantinos S. Pattichis
AM-FM Texture Image Analysis of the Intima and Media Layers of the Carotid Artery. ICANN (2) (2009)
Philipos C. Loizou, Marios Pantziaris, Andrew Nicolaides, Andreas Spanias, Marios S. Pattichis, Constantinos S. Pattichis
Ultrasound imaging media layer texture analysis of the carotid artery. BIBE (2008)
Philipos C. Loizou, Constantinos S. Pattichis, Marios Pantziaris, Andrew Nicolaides
An Integrated System for the Segmentation of Atherosclerotic Carotid Plaque. IEEE Trans. Inf. Technol. Biomed. 11 (6) (2007)
Christos P. Loizou, Constantinos S. Pattichis, Marios Pantziaris, T. Tyllis, Andrew Nicolaides
Snakes based segmentation of the common carotid artery intima media. Medical Biol. Eng. Comput. 45 (1) (2007)
Edward Kyriacou, Constantinos S. Pattichis, Marios S. Pattichis, Andreas Mavrommatis, S. Panagiotou, Christina I. Christodoulou, Stavros K. Kakkos, Andrew Nicolaides
Classification of Atherosclerotic Carotid Plaques Using Gray Level Morphological Analysis on Ultrasound images. AIAI (2006)
Christos P. Loizou, Constantinos S. Pattichis, Marios Pantziaris, T. Tyllis, Andrew Nicolaides
Quality evaluation of ultrasound imaging in the carotid artery based on normalization and speckle reduction filtering. Medical Biol. Eng. Comput. 44 (5) (2006)
Oliver M. Jeromin, Marios S. Pattichis, Constantinos S. Pattichis, Efthyvoulos Kyriacou, Andrew Nicolaides
Variogram methods for texture classification of atherosclerotic plaque ultrasound images. Medical Imaging: Image Processing (2006)
Christina I. Christodoulou, Constantinos S. Pattichis, Marios Pantziaris, Andrew Nicolaides
Texture Based Classification of Atherosclerotic Carotid Plaques. IEEE Trans. Medical Imaging 22 (7) (2003)
Christina I. Christodoulou, Edward Kyriacou, Marios S. Pattichis, Constantinos S. Pattichis, Andrew Nicolaides
A Comparative Study of Morphological and Other Texture Features for the Characterization of Atheroslerotic Carotid Plaques. CAIP (2003)
Christos P. Loizou, Christiana Demetriou, Constantinos S. Pattichis, Robert S. H. Istepanian, Marios Pantziaris, Andrew Nicolaides
Speckle reduction in ultrasound images of atherosclerotic carotid plaque. DSP (2002)
Constantinos S. Pattichis, Christina I. Christodoulou, Marios Pattichis, Marios Pantziaris, Andrew Nicolaides
An integrated system for the assessment of ultrasonic imaging atherosclerotic carotid plaques. ICIP (1) (2001)
Christina I. Christodoulou, Constantinos S. Pattichis, Marios Pantziaris, T. Tegos, Andrew Nicolaides, T. Elatrozy, M. Sabetai, S. Dhanjil
Multi-feature texture analysis for the classification of carotid plaques. IJCNN (1999)