Segmentation of vessels in ultra high frequency ultrasound sequences using contextual memory
High resolution images provided by Ultra High Frequency Ultrasound (UHFUS) scanners
permit the vessel-based measurement of the Intimal-Media Thickness (IMT) in small vessels …
permit the vessel-based measurement of the Intimal-Media Thickness (IMT) in small vessels …
IVUS-Net: an intravascular ultrasound segmentation network
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 …
that provides assistance to experts in order to diagnose and treat cardiovascular diseases …
Fully automated lumen and vessel contour segmentation in intravascular ultrasound datasets
Segmentation of lumen and vessel contours in intravascular ultrasound (IVUS) pullbacks is
an arduous and time-consuming task, which demands adequately trained human resources …
an arduous and time-consuming task, which demands adequately trained human resources …
Robust segmentation of arterial walls in intravascular ultrasound images using Dual Path U-Net
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 …
Net (DPU-Net) is proposed for automatic segmentation of the lumen and media-adventitia in …
Tailored methods for segmentation of intravascular ultrasound images via convolutional neural networks
L Bargsten, KA Riedl, T Wissel… - Medical Imaging …, 2021 - spiedigitallibrary.org
Automatic delineation of relevant structures in intravascular imaging can support
percutaneous coronary interventions (PCIs), especially when dealing with rather demanding …
percutaneous coronary interventions (PCIs), especially when dealing with rather demanding …
Automatic ultrasound vessel segmentation with deep spatiotemporal context learning
Accurate, real-time segmentation of vessel structures in ultrasound image sequences can
aid in the measurement of lumen diameters and assessment of vascular diseases. This …
aid in the measurement of lumen diameters and assessment of vascular diseases. This …
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 …
(interior and exterior) artery vessel walls is highly clinically relevant in the diagnosis and …
Ultrasound image segmentation: a deeply supervised network with attention to boundaries
D Mishra, S Chaudhury, M Sarkar… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Objective: Segmentation of anatomical structures in ultrasound images requires vast
radiological knowledge and experience. Moreover, the manual segmentation often results in …
radiological knowledge and experience. Moreover, the manual segmentation often results in …
Fast vessel segmentation and tracking in ultra high-frequency ultrasound images
Abstract Ultra High Frequency Ultrasound (UHFUS) enables the visualization of highly
deformable small and medium vessels in the hand. Intricate vessel-based measurements …
deformable small and medium vessels in the hand. Intricate vessel-based measurements …
Vascular Segmentation of Functional Ultrasound Images using Deep Learning
Segmentation of medical images is a fundamental task with numerous applications. While
MRI, CT, and PET modalities have significantly benefited from deep learning segmentation …
MRI, CT, and PET modalities have significantly benefited from deep learning segmentation …