Unseen Artificial Intelligence—Deep Learning Paradigm for Segmentation of Low Atherosclerotic Plaque in Carotid Ultrasound: A Multicenter Cardiovascular Study

Ultrasound-based internal carotid artery plaque characterization using deep learning paradigm on a supercomputer: a cardiovascular disease/stroke risk assessment system

(2021) Luca Saba et al.   INTERNATIONAL JOURNAL OF CARDIOVASCULAR IMAGING

Cardiovascular disease and stroke risk assessment in patients with chronic kidney disease using integration of estimated glomerular filtration rate, ultrasonic image phenotypes, and artificial intelligence: a narrative review

(2021) Ankush D. JAMTHIKAR et al.   INTERNATIONAL ANGIOLOGY

Maximum plaque height in carotid ultrasound predicts cardiovascular disease outcomes: a population-based validation study of the American society of echocardiography’s grade II–III plaque characterization and protocol

(2021) Amer M. Johri et al.   INTERNATIONAL JOURNAL OF CARDIOVASCULAR IMAGING

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

(2021) Mohit Agarwal et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Hybrid deep learning segmentation models for atherosclerotic plaque in internal carotid artery B-mode ultrasound

(2021) Pankaj K. Jain et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Deep Learning-Based Measurement of Total Plaque Area in B-Mode Ultrasound Images

(2021) Ran Zhou et al.   IEEE Journal of Biomedical and Health Informatics

Multimodality carotid plaque tissue characterization and classification in the artificial intelligence paradigm: a narrative review for stroke application

(2021) Luca Saba et al.   Annals of Translational Medicine

Artificial intelligence-based hybrid deep learning models for image classification: The first narrative review

(2021) Biswajit Jena et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Systematic Review of Artificial Intelligence in Acute Respiratory Distress Syndrome for COVID-19 Lung Patients: A Biomedical Imaging Perspective

(2021) Jasjit S. Suri et al.   IEEE Journal of Biomedical and Health Informatics

Global perspective on carotid intima-media thickness and plaque: should the current measurement guidelines be revisited?

(2020) Luca Saba et al.   INTERNATIONAL ANGIOLOGY

Localization of common carotid artery transverse section in B-mode ultrasound images using faster RCNN: a deep learning approach

(2020) Pankaj K. Jain et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Morphological Carotid Plaque Area Is Associated With Glomerular Filtration Rate: A Study of South Asian Indian Patients With Diabetes and Chronic Kidney Disease

(2020) Anudeep Puvvula et al.   ANGIOLOGY

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

(2020) Mainak Biswas et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Ultrasound-based stroke/cardiovascular risk stratification using Framingham Risk Score and ASCVD Risk Score based on “Integrated Vascular Age” instead of “Chronological Age”: a multi-ethnic study of Asian Indian, Caucasian, and Japanese cohorts

(2020) Ankush Jamthikar et al.   Cardiovascular Diagnosis and Therapy

Carotid plaque imaging profiling in subjects with risk factors (diabetes and hypertension)

(2020) Michele Porcu et al.   Cardiovascular Diagnosis and Therapy

Heart applications of 4D flow

(2020) Giuseppe Corrias et al.   Cardiovascular Diagnosis and Therapy

The present and future of deep learning in radiology

(2019) Luca Saba et al.   EUROPEAN JOURNAL OF RADIOLOGY

Atherosclerosis

(2019) Peter Libby et al.   Nature Reviews Disease Primers

Ultrasound-based carotid stenosis measurement and risk stratification in diabetic cohort: a deep learning paradigm

(2019) Luca Saba et al.   Cardiovascular Diagnosis and Therapy

Ultrasound carotid plaque features, cardiovascular disease risk factors and events: The Multi-Ethnic Study of Atherosclerosis

(2018) Carol Mitchell et al.   ATHEROSCLEROSIS

State-of-the-art review on automated lumen and adventitial border delineation and its measurements in carotid ultrasound

(2018) P Krishna Kumar et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Symtosis: A liver ultrasound tissue characterization and risk stratification in optimized deep learning paradigm

(2018) Mainak Biswas et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Accurate Diabetes Risk Stratification Using Machine Learning: Role of Missing Value and Outliers

(2018) Md. Maniruzzaman et al.   JOURNAL OF MEDICAL SYSTEMS

Radiation dose and image quality of computed tomography of the supra-aortic arteries: A comparison between single-source and dual-source CT Scanners

(2018) Luca Saba et al.   JOURNAL OF NEURORADIOLOGY

Morphologic TPA (mTPA) and composite risk score for moderate carotid atherosclerotic plaque is strongly associated with HbA1c in diabetes cohort

(2018) Elisa Cuadrado-Godia et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Echolucency-based phenotype in carotid atherosclerosis disease for risk stratification of diabetes patients

(2018) Vasileios Kotsis et al.   DIABETES RESEARCH AND CLINICAL PRACTICE

Deep learning fully convolution network for lumen characterization in diabetic patients using carotid ultrasound: a tool for stroke risk

(2018) Mainak Biswas et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Plaque Tissue Morphology-Based Stroke Risk Stratification Using Carotid Ultrasound: A Polling-Based PCA Learning Paradigm

(2017) Luca Saba et al.   JOURNAL OF MEDICAL SYSTEMS

An Integrated Approach to Computer-Based Automated Tracing and Its Validation for 200 Common Carotid Arterial Wall Ultrasound Images

(2017) Filippo Molinari et al.   JOURNAL OF ULTRASOUND IN MEDICINE

Semiautomated and Automated Algorithms for Analysis of the Carotid Artery Wall on Computed Tomography and Sonography

(2017) Luca Saba et al.   JOURNAL OF ULTRASOUND IN MEDICINE

Speckle reduction in medical ultrasound images using an unbiased non-local means method

(2016) P.V. Sudeep et al.   Biomedical Signal Processing and Control

Five multiresolution-based calcium volume measurement techniques from coronary IVUS videos: A comparative approach

(2016) Sumit K. Banchhor et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

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

(2016) Luca Saba et al.   COMPUTERS IN BIOLOGY AND MEDICINE

A Review on Atherosclerotic Biology, Wall Stiffness, Physics of Elasticity, and Its Ultrasound-Based Measurement

(2016) Anoop K. Patel et al.   Current Atherosclerosis Reports

Relationship between leukoaraiosis, carotid intima-media thickness and intima-media thickness variability: Preliminary results

(2016) Pierleone Lucatelli et al.   EUROPEAN RADIOLOGY

Two Automated Techniques for Carotid Lumen Diameter Measurement: Regional versus Boundary Approaches

(2016) Tadashi Araki et al.   JOURNAL OF MEDICAL SYSTEMS

Accurate lumen diameter measurement in curved vessels in carotid ultrasound: an iterative scale-space and spatial transformation approach

(2016) P. Krishna Kumar et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Magnetic resonance image denoising using nonlocal maximum likelihood paradigm in DCT-framework

(2015) P. Krishna Kumar et al.   INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY

Improved Correlation between Carotid and Coronary Atherosclerosis SYNTAX Score Using Automated Ultrasound Carotid Bulb Plaque IMT Measurement

(2015) Nobutaka Ikeda et al.   ULTRASOUND IN MEDICINE AND BIOLOGY

Automated classification of patients with coronary artery disease using grayscale features from left ventricle echocardiographic images

(2013) U. Rajendra Acharya et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Semiautomated analysis of carotid artery wall thickness in MRI

(2013) Luca Saba et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Ultrasound IMT measurement on a multi-ethnic and multi-institutional database: Our review and experience using four fully automated and one semi-automated methods

(2012) Filippo Molinari et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Carotid IMT Variability (IMTV) and Its Validation in Symptomatic versus Asymptomatic Italian Population: Can This Be a Useful Index for Studying Symptomaticity?

(2012) Luca Saba et al.   ECHOCARDIOGRAPHY-A JOURNAL OF CARDIOVASCULAR ULTRASOUND AND ALLIED TECHNIQUES

Completely Automated Multiresolution Edge Snapper—A New Technique for an Accurate Carotid Ultrasound IMT Measurement: Clinical Validation and Benchmarking on a Multi-Institutional Database

(2011) F. Molinari et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

An Accurate and Generalized Approach to Plaque Characterization in 346 Carotid Ultrasound Scans

(2011) U. Rajendra Acharya et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Completely automated robust edge snapper for carotid ultrasound IMT measurement on a multi-institutional database of 300 images

(2011) Filippo Molinari et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Carotid artery recognition system: A comparison of three automated paradigms for ultrasound images

(2011) Filippo Molinari et al.   MEDICAL PHYSICS

Automated carotid artery intima layer regional segmentation

(2011) Kristen M Meiburger et al.   PHYSICS IN MEDICINE AND BIOLOGY

A state of the art review on intima–media thickness (IMT) measurement and wall segmentation techniques for carotid ultrasound

(2010) Filippo Molinari et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Intima-media thickness: setting a standard for a completely automated method of ultrasound measurement

(2010) Filippo Molinari et al.   IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL

AUTOMATIC COMPUTER-BASED TRACINGS (ACT) IN LONGITUDINAL 2-D ULTRASOUND IMAGES USING DIFFERENT SCANNERS

(2010) FILIPPO MOLINARI et al.   Journal of Mechanics in Medicine and Biology