Robotic ultrasound imaging: State-of-the-art and future perspectives

Z Jiang, SE Salcudean, N Navab - Medical image analysis, 2023 - Elsevier
Ultrasound (US) is one of the most widely used modalities for clinical intervention and
diagnosis due to the merits of providing non-invasive, radiation-free, and real-time images …

[HTML][HTML] Cascaded one-shot deformable convolutional neural networks: Develo** a deep learning model for respiratory motion estimation in ultrasound sequences

F Liu, D Liu, J Tian, X **e, X Yang, K Wang - Medical image analysis, 2020 - Elsevier
Improving the quality of image-guided radiation therapy requires the tracking of respiratory
motion in ultrasound sequences. However, the low signal-to-noise ratio and the artifacts in …

Deep learning‐based motion tracking using ultrasound images

X Dai, Y Lei, J Roper, Y Chen, JD Bradley… - Medical …, 2021 - Wiley Online Library
Purpose Ultrasound (US) imaging is an established imaging modality capable of offering
video‐rate volumetric images without ionizing radiation. It has the potential for intra‐fraction …

Model-based sparse-to-dense image registration for realtime respiratory motion estimation in image-guided interventions

IY Ha, M Wilms, H Handels… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Objective: Intra-interventional respiratory motion estimation is becoming a vital component in
modern radiation therapy delivery or high intensity focused ultrasound systems. The …

Real-time motion analysis with 4d deep learning for ultrasound-guided radiotherapy

M Bengs, J Sprenger, S Gerlach… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Motion compensation in radiation therapy is a challenging scenario that requires estimating
and forecasting motion of tissue structures to deliver the target dose. Ultrasound offers direct …

[HTML][HTML] Long-short diffeomorphism memory network for weakly-supervised ultrasound landmark tracking

Z Liu, B Yang, Y Shen, X Ni, SA Tsaftaris, H Zhou - Medical Image Analysis, 2024 - Elsevier
Ultrasound is a promising medical imaging modality benefiting from low-cost and real-time
acquisition. Accurate tracking of an anatomical landmark has been of high interest for …

Flexible needle steering in moving biological tissue with motion compensation using ultrasound and force feedback

J Chevrie, N Shahriari, M Babel… - IEEE Robotics and …, 2018 - ieeexplore.ieee.org
Needle insertion procedures under ultrasound guidance are commonly used for diagnosis
and therapy. It is often critical to accurately reach a targeted region, and this can be difficult …

2D ultrasound imaging based intra-fraction respiratory motion tracking for abdominal radiation therapy using machine learning

P Huang, L Su, S Chen, K Cao, Q Song… - Physics in Medicine …, 2019 - iopscience.iop.org
We have previously developed a robotic ultrasound imaging system for motion monitoring in
abdominal radiation therapy. Owing to the slow speed of ultrasound image processing, our …

Active deformation through visual servoing of soft objects

R Lagneau, A Krupa, M Marchal - 2020 ieee international …, 2020 - ieeexplore.ieee.org
In this paper, we propose the ADVISEd (Active Deformation through VIsual SErvoing)
method, a novel model-free deformation servoing method able to deform a soft object …

Population-based 3D respiratory motion modelling from convolutional autoencoders for 2D ultrasound-guided radiotherapy

T Mezheritsky, LV Romaguera, W Le, S Kadoury - Medical image analysis, 2022 - Elsevier
Radiotherapy is a widely used treatment modality for various types of cancers. A challenge
for precise delivery of radiation to the treatment site is the management of internal motion …