Andrew Nicolaides
Orcid: 0000-0003-3912-7394
According to our database1,
Andrew Nicolaides
authored at least 84 papers
between 1999 and 2024.
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Bibliography
2024
Assessing the impact of ultrasound image standardization in deep learning-based segmentation of carotid plaque types.
Comput. Methods Programs Biomed., 2024
Carotid Plaque Motion Analysis in Ultrasound Videos to Discover Rupture-Prone Plaque Areas.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Atherosclerotic Carotid Plaque AM-FM Texture Feature Variability in Ultrasound Video.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
2023
Automated segmentation and classification of the atherosclerotic carotid plaque in ultrasound videos.
Proceedings of the 24th International Conference on Digital Signal Processing, 2023
Proceedings of the Computer Analysis of Images and Patterns, 2023
2022
A hybrid deep learning paradigm for carotid plaque tissue characterization and its validation in multicenter cohorts using a supercomputer framework.
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.
Comput. Biol. Medicine, 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.
Comput. Biol. Medicine, 2022
Deep Learning-Based Segmentation of the Atherosclerotic Carotid Plaque in Ultrasonic Images.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2022 IFIP WG 12.5 International Workshops, 2022
2021
A Multicenter Study on Carotid Ultrasound Plaque Tissue Characterization and Classification Using Six Deep Artificial Intelligence Models: A Stroke Application.
IEEE Trans. Instrum. Meas., 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.
Medical Biol. Eng. Comput., 2021
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, 2021
Hybrid deep learning segmentation models for atherosclerotic plaque in internal carotid artery B-mode ultrasound.
Comput. Biol. Medicine, 2021
Effect of the internal carotid artery degree of stenosis on wall and plaque distensibility.
Biomed. Signal Process. Control., 2021
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
2020
Low-Cost Office-Based Cardiovascular Risk Stratification Using Machine Learning and Focused Carotid Ultrasound in an Asian-Indian Cohort.
J. Medical Syst., 2020
Artificial intelligence framework for predictive cardiovascular and stroke risk assessment models: A narrative review of integrated approaches using carotid ultrasound.
Comput. Biol. Medicine, 2020
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, 2020
2019
Effect of carotid image-based phenotypes on cardiovascular risk calculator: AECRS1.0.
Medical Biol. Eng. Comput., 2019
Deep learning fully convolution network for lumen characterization in diabetic patients using carotid ultrasound: a tool for stroke risk.
Medical Biol. Eng. Comput., 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.
Comput. Biol. Medicine, 2019
Ranking of stroke and cardiovascular risk factors for an optimal risk calculator design: Logistic regression approach.
Comput. Biol. Medicine, 2019
Integrating Machine Learning with Symbolic Reasoning to Build an Explainable AI Model for Stroke Prediction.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
2018
State-of-the-art review on automated lumen and adventitial border delineation and its measurements in carotid ultrasound.
Comput. Methods Programs Biomed., 2018
Morphologic TPA (mTPA) and composite risk score for moderate carotid atherosclerotic plaque is strongly associated with HbA1c in diabetes cohort.
Comput. Biol. Medicine, 2018
Deep learning strategy for accurate carotid intima-media thickness measurement: An ultrasound study on Japanese diabetic cohort.
Comput. Biol. Medicine, 2018
2017
Unbiased confidence measures for stroke risk estimation based on ultrasound carotid image analysis.
Neural Comput. Appl., 2017
Accurate lumen diameter measurement in curved vessels in carotid ultrasound: an iterative scale-space and spatial transformation approach.
Medical Biol. Eng. Comput., 2017
Plaque Tissue Morphology-Based Stroke Risk Stratification Using Carotid Ultrasound: A Polling-Based PCA Learning Paradigm.
J. Medical Syst., 2017
Automated segmental-IMT measurement in thin/thick plaque with bulb presence in carotid ultrasound from multiple scanners: Stroke risk assessment.
Comput. Methods Programs Biomed., 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.
Comput. Biol. Medicine, 2017
Stroke Risk Stratification and its Validation using Ultrasonic Echolucent Carotid Wall Plaque Morphology: A Machine Learning Paradigm.
Comput. Biol. Medicine, 2017
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
2016
Effect of Watermarking on Diagnostic Preservation of Atherosclerotic Ultrasound Video in Stroke Telemedicine.
J. Medical Syst., 2016
Two Automated Techniques for Carotid Lumen Diameter Measurement: Regional versus Boundary Approaches.
J. Medical Syst., 2016
Reliable and Accurate Calcium Volume Measurement in Coronary Artery Using Intravascular Ultrasound Videos.
J. Medical Syst., 2016
Five multiresolution-based calcium volume measurement techniques from coronary IVUS videos: A comparative approach.
Comput. Methods Programs Biomed., 2016
A new method for IVUS-based coronary artery disease risk stratification: A link between coronary & carotid ultrasound plaque burdens.
Comput. Methods Programs Biomed., 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.
Comput. Methods Programs Biomed., 2016
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, 2016
2015
A comparative approach of four different image registration techniques for quantitative assessment of coronary artery calcium lesions using intravascular ultrasound.
Comput. Methods Programs Biomed., 2015
Prediction of the time period of stroke based on ultrasound image analysis of initially asymptomatic carotid plaques.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the Workshop Proceedings of the 16th International Conference on Engineering Applications of Neural Networks, 2015
2014
Impact of Head Rotation on the Individualized Common Carotid Flow and Carotid Bifurcation Hemodynamics.
IEEE J. Biomed. Health Informatics, 2014
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
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
2013
Plaque Tissue Characterization and Classification in Ultrasound Carotid Scans: A Paradigm for Vascular Feature Amalgamation.
IEEE Trans. Instrum. Meas., 2013
Atherosclerotic plaque tissue characterization in 2D ultrasound longitudinal carotid scans for automated classification: a paradigm for stroke risk assessment.
Medical Biol. Eng. Comput., 2013
Int. J. Monit. Surveillance Technol. Res., 2013
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, 2013
Automated IMT estimation and BMI correlation using a low-quality carotid ultrasound image database from India.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
A comparison of ultrasound intima media thickness measurements of the left and right common carotid artery.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
2012
Prediction of High-Risk Asymptomatic Carotid Plaques Based on Ultrasonic Image Features.
IEEE Trans. Inf. Technol. Biomed., 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.
IEEE Trans. Image Process., 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.
IEEE Trans. Instrum. Meas., 2012
An Accurate and Generalized Approach to Plaque Characterization in 346 Carotid Ultrasound Scans.
IEEE Trans. Instrum. Meas., 2012
J. Medical Syst., 2012
Evaluation of the Risk of Stroke with Confidence Predictions Based on Ultrasound Carotid Image Analysis.
Int. J. Artif. Intell. Tools, 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.
Comput. Methods Programs Biomed., 2012
Distal wall delineation using automated Dual Snake paradigm: A multi-center and multi-ethnic carotid ultrasound evaluation.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Carotid IMT variability (IMTV): Its design and validation in symptomatic vs. asymptomatic 142 Italian population.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Carotid far wall characterization using LBP, Laws' Texture Energy and wall variability: A novel class of Atheromatic systems.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Carotid ultrasound symptomatology using atherosclerotic plaque characterization: A class of Atheromatic systems.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012
2011
CAUDLES-EF: Carotid Automated Ultrasound Double Line Extraction System Using Edge Flow.
J. Digit. Imaging, 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.
Proceedings of the Medical Imaging 2011: Image Processing, 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.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
First and second order statistical texture features in carotid plaque image analysis: Preliminary results from ongoing research.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
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., 2010
Assessment of Stroke Risk Based on Morphological Ultrasound Image Analysis with Conformal Prediction.
Proceedings of the Artificial Intelligence Applications and Innovations, 2010
2009
Classification of atherosclerotic carotid plaques using morphological analysis on ultrasound images.
Appl. Intell., 2009
Proceedings of the Artificial Neural Networks, 2009
2008
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008
2007
IEEE Trans. Inf. Technol. Biomed., 2007
Medical Biol. Eng. Comput., 2007
2006
Quality evaluation of ultrasound imaging in the carotid artery based on normalization and speckle reduction filtering.
Medical Biol. Eng. Comput., 2006
Variogram methods for texture classification of atherosclerotic plaque ultrasound images.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Classification of Atherosclerotic Carotid Plaques Using Gray Level Morphological Analysis on Ultrasound images.
Proceedings of the Artificial Intelligence Applications and Innovations, 2006
2003
IEEE Trans. Medical Imaging, 2003
A Comparative Study of Morphological and Other Texture Features for the Characterization of Atheroslerotic Carotid Plaques.
Proceedings of the Computer Analysis of Images and Patterns, 10th International Conference, 2003
2002
Proceedings of the 14th International Conference on Digital Signal Processing, 2002
2001
An integrated system for the assessment of ultrasonic imaging atherosclerotic carotid plaques.
Proceedings of the 2001 International Conference on Image Processing, 2001
1999
Proceedings of the International Joint Conference Neural Networks, 1999