A survey on deep learning in medical image registration: New technologies, uncertainty, evaluation metrics, and beyond
Deep learning technologies have dramatically reshaped the field of medical image
registration over the past decade. The initial developments, such as regression-based and U …
registration over the past decade. The initial developments, such as regression-based and U …
Current research status of respiratory motion for thorax and abdominal treatment: a systematic review
Y Wu, Z Wang, Y Chu, R Peng, H Peng, H Yang, K Guo… - Biomimetics, 2024 - mdpi.com
Malignant tumors have become one of the serious public health problems in human safety
and health, among which the chest and abdomen diseases account for the largest …
and health, among which the chest and abdomen diseases account for the largest …
[HTML][HTML] Cascaded one-shot deformable convolutional neural networks: Developing 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 …
ORRN: An ODE-based recursive registration network for deformable respiratory motion estimation with lung 4DCT images
Objective: Deformable Image Registration (DIR) plays a significant role in quantifying
deformation in medical data. Recent Deep Learning methods have shown promising …
deformation in medical data. Recent Deep Learning methods have shown promising …
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 …
Real-time 2D-3D deformable registration with deep learning and application to lung radiotherapy targeting
Radiation therapy presents a need for dynamic tracking of a target tumor volume. Fiducial
markers such as implanted gold seeds have been used to gate radiation delivery but the …
markers such as implanted gold seeds have been used to gate radiation delivery but the …
Real‐time 3D MRI reconstruction from cine‐MRI using unsupervised network in MRI‐guided radiotherapy for liver cancer
R Wei, J Chen, B Liang, X Chen, K Men… - Medical Physics, 2023 - Wiley Online Library
Purpose Respiration has a major impact on the accuracy of radiation treatment for thorax
and abdominal tumours. Instantaneous volumetric imaging could provide precise …
and abdominal tumours. Instantaneous volumetric imaging could provide precise …
In situ tissue pathology from spatially encoded mass spectrometry classifiers visualized in real time through augmented reality
M Woolman, J Qiu, CM Kuzan-Fischer, I Ferry… - Chemical …, 2020 - pubs.rsc.org
Integration between a hand-held mass spectrometry desorption probe based on picosecond
infrared laser technology (PIRL-MS) and an optical surgical tracking system demonstrates in …
infrared laser technology (PIRL-MS) and an optical surgical tracking system demonstrates in …
[Retracted] Comparative Analysis of Real‐Time Dynamic Ultrasound and Magnetic Resonance Imaging in the Diagnosis of Rotator Cuff Tear Injury
X Zhang, X Gu, L Zhao - Evidence‐Based Complementary and …, 2021 - Wiley Online Library
Objective. To explore the value of real‐time dynamic ultrasound and magnetic resonance
imaging (MRI) in the diagnosis of rotator cuff injury. Methods. From January 2020 to June …
imaging (MRI) in the diagnosis of rotator cuff injury. Methods. From January 2020 to June …
Landmark tracking in liver US images using cascade convolutional neural networks with long short-term memory
Accurate tracking of anatomic landmarks is critical for motion management in liver radiation
therapy. Ultrasound (US) is a safe, low-cost technology that is broadly available and offer …
therapy. Ultrasound (US) is a safe, low-cost technology that is broadly available and offer …