The big bang of deep learning in ultrasound-guided surgery: a review
Ultrasound (US) imaging is a paramount modality in many image-guided surgeries and
percutaneous interventions, thanks to its high portability, temporal resolution, and cost …
percutaneous interventions, thanks to its high portability, temporal resolution, and cost …
Deep q-network-driven catheter segmentation in 3d us by hybrid constrained semi-supervised learning and dual-unet
Catheter segmentation in 3D ultrasound is important for computer-assisted cardiac
intervention. However, a large amount of labeled images are required to train a successful …
intervention. However, a large amount of labeled images are required to train a successful …
Medical instrument detection in ultrasound-guided interventions: A review
Medical instrument detection is essential for computer-assisted interventions since it would
facilitate the surgeons to find the instrument efficiently with a better interpretation, which …
facilitate the surgeons to find the instrument efficiently with a better interpretation, which …
Catheter localization in 3D ultrasound using voxel-of-interest-based ConvNets for cardiac intervention
Purpose Efficient image-based catheter localization in 3D US during cardiac interventions is
highly desired, since it facilitates the operation procedure, reduces the patient risk and …
highly desired, since it facilitates the operation procedure, reduces the patient risk and …
Transferring from ex-vivo to in-vivo: Instrument Localization in 3D Cardiac Ultrasound Using Pyramid-UNet with Hybrid Loss
Automated instrument localization during cardiac interventions is essential to accurately and
efficiently interpret a 3D ultrasound (US) image. In this paper, we propose a method to …
efficiently interpret a 3D ultrasound (US) image. In this paper, we propose a method to …
A Hybrid approach to 3D shape estimation of catheters using ultrasound images
I Abdulhafiz, F Janabi-Sharifi - IEEE Robotics and Automation …, 2023 - ieeexplore.ieee.org
Catheter-based cardiac interventions have substantially improved the efficacy of the
treatment. However, catheter navigation still poses several challenges including its poor …
treatment. However, catheter navigation still poses several challenges including its poor …
Improving catheter segmentation & localization in 3d cardiac ultrasound using direction-fused fcn
Fast and accurate catheter detection in cardiac catheterization using harmless 3D
ultrasound (US) can improve the efficiency and outcome of the intervention. However, the …
ultrasound (US) can improve the efficiency and outcome of the intervention. However, the …
A catheter posture recognition method in three dimensions by using RF signal computation
Minimally invasive surgery (MIS) has widely been performed at clinical sites to avoid the
deficiencies of open surgery. During catheterization, which is a representative procedure, a …
deficiencies of open surgery. During catheterization, which is a representative procedure, a …
[HTML][HTML] Weakly-supervised learning for catheter segmentation in 3D frustum ultrasound
Accurate and efficient catheter segmentation in 3D ultrasound (US) is essential for
ultrasound-guided cardiac interventions. State-of-the-art segmentation algorithms, based on …
ultrasound-guided cardiac interventions. State-of-the-art segmentation algorithms, based on …
Efficient catheter segmentation in 3D cardiac ultrasound using slice-based FCN with deep supervision and f-score loss
Fast and accurate catheter segmentation in 3D ultrasound (US) can improve the outcome
and efficiency of cardiac interventions. In this paper, we propose an efficient catheter …
and efficiency of cardiac interventions. In this paper, we propose an efficient catheter …