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Robotic ultrasound imaging: State-of-the-art and future perspectives
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 …
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
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 …
motion in ultrasound sequences. However, the low signal-to-noise ratio and the artifacts in …
Deep learning‐based motion tracking using ultrasound images
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 …
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
Objective: Intra-interventional respiratory motion estimation is becoming a vital component in
modern radiation therapy delivery or high intensity focused ultrasound systems. The …
modern radiation therapy delivery or high intensity focused ultrasound systems. The …
Real-time motion analysis with 4d deep learning for ultrasound-guided radiotherapy
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 …
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
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 …
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
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 …
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
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 …
abdominal radiation therapy. Owing to the slow speed of ultrasound image processing, our …
Active deformation through visual servoing of soft objects
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 …
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
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 …
for precise delivery of radiation to the treatment site is the management of internal motion …