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LUCA SABA
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Name
Affiliation
Papers
LUCA SABA
Department of Radiology, A.U.O. Cagliari, Cagliari, Italy
56
Collaborators
Citations
PageRank
279
202
24.44
Referers
Referees
References
526
1250
548
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100
1000
Publications (56 rows)
Collaborators (100 rows)
Referers (100 rows)
Referees (100 rows)
Title
Citations
PageRank
Year
Far wall plaque segmentation and area measurement in common and internal carotid artery ultrasound using U-series architectures: An unseen Artificial Intelligence paradigm for stroke risk assessment
0
0.34
2022
Understanding the bias in machine learning systems for cardiovascular disease risk assessment: The first of its kind review
0
0.34
2022
Generative Adversarial Networks in Brain Imaging: A Narrative Review
0
0.34
2022
Ensemble Machine Learning and Its Validation for Prediction of Coronary Artery Disease and Acute Coronary Syndrome Using Focused Carotid Ultrasound
0
0.34
2022
Multimodality Imaging in Ischemic Chronic Cardiomyopathy
0
0.34
2022
An artificial intelligence framework and its bias for brain tumor segmentation: A narrative review
0
0.34
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
0
0.34
2022
Integrative analysis for COVID-19 patient outcome prediction
3
0.38
2021
Systematic Review of Artificial Intelligence in Acute Respiratory Distress Syndrome for COVID-19 Lung Patients: A Biomedical Imaging Perspective
1
0.34
2021
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.
0
0.34
2020
Effects Of White Matter Hyperintensities On Brain Connectivity And Hippocampal Volume In Healthy Subjects According To Their Localization
0
0.34
2020
Low-Cost Office-Based Cardiovascular Risk Stratification Using Machine Learning And Focused Carotid Ultrasound In An Asian-Indian Cohort
0
0.34
2020
Severity and Consolidation Quantification of COVID-19 From CT Images Using Deep Learning Based on Hybrid Weak Labels
0
0.34
2020
Artificial Intelligence Framework For Predictive Cardiovascular And Stroke Risk Assessment Models: A Narrative Review Of Integrated Approaches Using Carotid Ultrasound
0
0.34
2020
Multiclass magnetic resonance imaging brain tumor classification using artificial intelligence paradigm.
2
0.35
2020
Covid-19 Pathways For Brain And Heart Injury In Comorbidity Patients: A Role Of Medical Imaging And Artificial Intelligence-Based Covid Severity Classification: A Review
0
0.34
2020
Deep learning fully convolution network for lumen characterization in diabetic patients using carotid ultrasound: a tool for stroke risk.
1
0.35
2019
Ranking of stroke and cardiovascular risk factors for an optimal risk calculator design: Logistic regression approach.
0
0.34
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.
0
0.34
2019
Effect of carotid image-based phenotypes on cardiovascular risk calculator: AECRS1.0.
0
0.34
2019
Deep learning strategy for accurate carotid intima-media thickness measurement: An ultrasound study on Japanese diabetic cohort.
2
0.40
2018
Author Correction to: Extreme Learning Machine Framework for Risk Stratification of Fatty Liver Disease Using Ultrasound Tissue Characterization.
0
0.34
2018
Symtosis: A liver ultrasound tissue characterization and risk stratification in optimized deep learning paradigm.
5
0.42
2018
Calcium detection, its quantification, and grayscale morphology-based risk stratification using machine learning in multimodality big data coronary and carotid scans: A review.
0
0.34
2018
Morphologic TPA (mTPA) and composite risk score for moderate carotid atherosclerotic plaque is strongly associated with HbA1c in diabetes cohort.
1
0.39
2018
Web-based accurate measurements of carotid lumen diameter and stenosis severity: An ultrasound-based clinical tool for stroke risk assessment during multicenter clinical trials.
3
0.43
2017
Extreme Learning Machine Framework for Risk Stratification of Fatty Liver Disease Using Ultrasound Tissue Characterization.
2
0.37
2017
Accurate lumen diameter measurement in curved vessels in carotid ultrasound: an iterative scale-space and spatial transformation approach.
4
0.45
2017
Automated segmental-IMT measurement in thin/thick plaque with bulb presence in carotid ultrasound from multiple scanners: Stroke risk assessment.
0
0.34
2017
Stroke Risk Stratification and its Validation using Ultrasonic Echolucent Carotid Wall Plaque Morphology: A Machine Learning Paradigm.
1
0.36
2017
Wall-based measurement features provides an improved IVUS coronary artery risk assessment when fused with plaque texture-based features during machine learning paradigm.
4
0.39
2017
Well-balanced system for coronary calcium detection and volume measurement in a low resolution intravascular ultrasound videos.
3
0.40
2017
Lung disease stratification using amalgamation of Riesz and Gabor transforms in machine learning framework.
2
0.50
2017
Plaque Tissue Morphology-Based Stroke Risk Stratification Using Carotid Ultrasound: A Polling-Based PCA Learning Paradigm.
5
0.46
2017
Automated stratification of liver disease in ultrasound: An online accurate feature classification paradigm.
6
0.45
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.
0
0.34
2016
Qualitative analysis of small (≤2 cm) regenerative nodules, dysplastic nodules and well-differentiated HCCs with gadoxetic acid MRI.
0
0.34
2016
Effect of Watermarking on Diagnostic Preservation of Atherosclerotic Ultrasound Video in Stroke Telemedicine.
4
0.52
2016
Inter-observer Variability Analysis of Automatic Lung Delineation in Normal and Disease Patients.
4
0.48
2016
Five multiresolution-based calcium volume measurement techniques from coronary IVUS videos: A comparative approach.
0
0.34
2016
Speckle reduction in medical ultrasound images using an unbiased non-local means method.
14
0.58
2016
A new method for IVUS-based coronary artery disease risk stratification: A link between coronary & carotid ultrasound plaque burdens.
1
0.35
2016
Reliable and Accurate Calcium Volume Measurement in Coronary Artery Using Intravascular Ultrasound Videos.
9
0.59
2016
Two Automated Techniques for Carotid Lumen Diameter Measurement: Regional versus Boundary Approaches.
5
0.48
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.
7
0.62
2016
Automatic Lung Segmentation Using Control Feedback System: Morphology and Texture Paradigm
20
0.53
2015
Magnetic Resonance Image Denoising Using Nonlocal Maximum Likelihood Paradigm In Dct-Framework
4
0.39
2015
Ovarian Tumor Characterization and Classification Using Ultrasound - A New Online Paradigm.
10
0.51
2013
Automated IMT estimation and BMI correlation using a low-quality carotid ultrasound image database from India.
0
0.34
2013
Inter- and intra-observer variability analysis of completely automated cIMT measurement software (AtheroEdge™) and its benchmarking against commercial ultrasound scanner and expert Readers.
2
0.38
2013
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