Performance Analysis of Machine Learning and Deep Learning Architectures on Early Stroke Detection Using Carotid Artery Ultrasound Images

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Carotid artery ultrasound image analysis: A review of the literature

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Bimodal Automated Carotid Ultrasound Segmentation Using Geometrically Constrained Deep Neural Networks

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Evaluation and improvement of energy consumption prediction models using principal component analysis based feature reduction

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Heart Disease and Stroke Statistics—2019 Update: A Report From the American Heart Association

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Deep Learning Techniques for Medical Image Segmentation: Achievements and Challenges

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Capsulenet-Based Spatial–Spectral Classifier for Hyperspectral Images

(2019) Arun PV et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Enhancing Machine Learning Aptitude using Significant Cluster Identification for Augmented Image Refining

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Semantic segmentation with DenseNets for carotid artery ultrasound plaque segmentation and CIMT estimation

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Euler Elastica Regularized Logistic Regression for Whole-Brain Decoding of fMRI Data

(2018) Chuncheng Zhang et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Assessment of carotid artery plaque components with machine learning classification using homodyned-K parametric maps and elastograms

(2018) Marie-Helene Roy-Cardinal et al.   IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL

An overview of deep learning in medical imaging focusing on MRI

(2018) Alexander Selvikvåg Lundervold et al.   Zeitschrift fur Medizinische Physik

A Convolutional Neural Network for Automatic Characterization of Plaque Composition in Carotid Ultrasound

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Texture Feature Variability in Ultrasound Video of the Atherosclerotic Carotid Plaque

(2017) Christos P. Loizou et al.   IEEE Journal of Translational Engineering in Health and Medicine-JTEHM

Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?

(2016) Nima Tajbakhsh et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Pixel-Level Tissue Classification for Ultrasound Images

(2016) Daniel V. Pazinato et al.   IEEE Journal of Biomedical and Health Informatics

Gamma mixture classifier for plaque detection in intravascular ultrasonic images

(2014) Gonzalo Vegas-Sanchez-Ferrero et al.   IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL

Online Motor Fault Detection and Diagnosis Using a Hybrid FMM-CART Model

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A systematic analysis of performance measures for classification tasks

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