A state-of-the-art review on segmentation algorithms in intravascular ultrasound (IVUS) images

A Katouzian, ED Angelini, SG Carlier… - IEEE Transactions …, 2012 - ieeexplore.ieee.org
Over the past two decades, intravascular ultrasound (IVUS) image segmentation has
remained a challenge for researchers while the use of this imaging modality is rapidly …

[HTML][HTML] Recent trends in artificial intelligence-assisted coronary atherosclerotic plaque characterization

A Gudigar, S Nayak, J Samanth… - International journal of …, 2021 - mdpi.com
Coronary artery disease is a major cause of morbidity and mortality worldwide. Its underlying
histopathology is the atherosclerotic plaque, which comprises lipid, fibrous and—when …

Robust segmentation of arterial walls in intravascular ultrasound images using Dual Path U-Net

J Yang, M Faraji, A Basu - Ultrasonics, 2019 - Elsevier
Abstract A Fully Convolutional Network (FCN) based deep architecture called Dual Path U-
Net (DPU-Net) is proposed for automatic segmentation of the lumen and media-adventitia in …

Standardized evaluation methodology and reference database for evaluating IVUS image segmentation

S Balocco, C Gatta, F Ciompi, A Wahle… - … medical imaging and …, 2014 - Elsevier
This paper describes an evaluation framework that allows a standardized and quantitative
comparison of IVUS lumen and media segmentation algorithms. This framework has been …

Automatic detection of atherosclerotic plaque and calcification from intravascular ultrasound images by using deep convolutional neural networks

YC Li, TY Shen, CC Chen, WT Chang… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Atherosclerosis is the major cause of cardiovascular diseases (CVDs). Intravascular
ultrasound (IVUS) is a common imaging modality for diagnosing CVDs. However, an …

IVUS-Net: an intravascular ultrasound segmentation network

J Yang, L Tong, M Faraji, A Basu - … ICSM 2018, Toulon, France, August 24 …, 2018 - Springer
Abstract I ntra V ascular U ltra S ound (IVUS) is one of the most effective imaging modalities
that provides assistance to experts in order to diagnose and treat cardiovascular diseases …

[HTML][HTML] POST-IVUS: A perceptual organisation-aware selective transformer framework for intravascular ultrasound segmentation

X Huang, R Bajaj, Y Li, X Ye, J Lin, F Pugliese… - Medical Image …, 2023 - Elsevier
Intravascular ultrasound (IVUS) is recommended in guiding coronary intervention. The
segmentation of coronary lumen and external elastic membrane (EEM) borders in IVUS …

Segmentation of arterial walls in intravascular ultrasound cross-sectional images using extremal region selection

M Faraji, I Cheng, I Naudin, A Basu - Ultrasonics, 2018 - Elsevier
Intravascular Ultrasound (IVUS) is an intra-operative imaging modality that facilitates
observing and appraising the vessel wall structure of the human coronary arteries …

Improved real-time segmentation of intravascular ultrasound images using coordinate-aware fully convolutional networks

M Szarski, S Chauhan - Computerized medical imaging and graphics, 2021 - Elsevier
Abstract Segmentation of Intravascular Ultrasound (IVUS) images into Lumen and Media
(interior and exterior) artery vessel walls is highly clinically relevant in the diagnosis and …

A state-of-the-art review on coronary artery border segmentation algorithms for intravascular ultrasound (IVUS) images

P Arora, P Singh, A Girdhar, R Vijayvergiya - … Engineering and Technology, 2023 - Springer
Intravascular Ultrasound images (IVUS) is a useful guide for medical practitioners to identify
the vascular status of coronary arteries in human beings. IVUS is a unique intracoronary …