Deep Learning for Carotid Plaque Segmentation using a Dilated U-Net Architecture

Automatic prostate segmentation using deep learning on clinically diverse 3D transrectal ultrasound images

(2020) Nathan Orlando et al.   MEDICAL PHYSICS

Deep Learning based Carotid Media‐Adventitia and Lumen‐intima Boundary Segmentation from Three‐dimensional Ultrasound Images

(2019) Ran Zhou et al.   MEDICAL PHYSICS

Deep Learning for Segmentation Using an Open Large-Scale Dataset in 2D Echocardiography

(2019) Sarah Leclerc et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

(2019) Maria del Mar Vila et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Adaptive Pulse Wave Imaging: Automated Spatial Vessel Wall Inhomogeneity Detection in Phantoms and in-Vivo

(2019) Iason Z. Apostolakis et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep learning strategy for accurate carotid intima-media thickness measurement: An ultrasound study on Japanese diabetic cohort

(2018) Mainak Biswas et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Carotid atherosclerotic plaque instability and cognition determined by ultrasound-measured plaque strain in asymptomatic patients with significant stenosis

(2018) Robert J. Dempsey et al.   JOURNAL OF NEUROSURGERY

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

Principal Strain Vascular Elastography: Simulation and Preliminary Clinical Evaluation

(2017) Rohit Nayak et al.   ULTRASOUND IN MEDICINE AND BIOLOGY

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

(2017) Karim Lekadir et al.   IEEE Journal of Biomedical and Health Informatics

Review: Mechanical Characterization of Carotid Arteries and Atherosclerotic Plaques

(2016) Chris L. de Korte et al.   IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL

Fully automatic segmentation of ultrasound common carotid artery images based on machine learning

(2015) Rosa-María Menchón-Lara et al.   NEUROCOMPUTING

Methods for robustin vivostrain estimation in the carotid artery

(2012) M McCormick et al.   PHYSICS IN MEDICINE AND BIOLOGY

Bayesian Regularization Applied to Ultrasound Strain Imaging

(2011) M McCormick et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Segmentation of Plaques in Sequences of Ultrasonic B-Mode Images of Carotid Arteries Based on Motion Estimation and a Bayesian Model

(2011) F. Destrempes et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING