Andrew Nicolaides

According to our database1, Andrew Nicolaides authored at least 71 papers between 1999 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

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

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

Carotid Bifurcation Plaque Stability Estimation Based on Motion Analysis.
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

Reliable Probabilistic Prediction of High-Risk Asymptomatic Carotid Plaques.
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

Texture analysis of the media-layer of the left and right common carotid artery.
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

Despeckle Filtering Toolbox for Medical Ultrasound Video.
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

Symptomatic vs. Asymptomatic Plaque Classification in Carotid Ultrasound.
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

Segmentation of atherosclerotic carotid plaque in ultrasound video.
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

Measurement of motion of carotid bifurcation plaques.
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

AM-FM Texture Image Analysis of the Intima and Media Layers of the Carotid Artery.
Proceedings of the Artificial Neural Networks, 2009

2008
Ultrasound imaging media layer texture analysis of the carotid artery.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008

2007
An Integrated System for the Segmentation of Atherosclerotic Carotid Plaque.
IEEE Trans. Inf. Technol. Biomed., 2007

Snakes based segmentation of the common carotid artery intima media.
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
Texture Based Classification of Atherosclerotic Carotid Plaques.
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
Speckle reduction in ultrasound images of atherosclerotic carotid plaque.
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
Multi-feature texture analysis for the classification of carotid plaques.
Proceedings of the International Joint Conference Neural Networks, 1999


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