[HTML][HTML] A review of deep learning-based three-dimensional medical image registration methods
Medical image registration is a vital component of many medical procedures, such as image-
guided radiotherapy (IGRT), as it allows for more accurate dose-delivery and better …
guided radiotherapy (IGRT), as it allows for more accurate dose-delivery and better …
[HTML][HTML] A narrative review of MRI acquisition for MR-guided-radiotherapy in prostate cancer
Magnetic resonance guided radiotherapy (MRgRT), enabled by the clinical introduction of
the integrated MRI and linear accelerator (MR-LINAC), is a novel technique for prostate …
the integrated MRI and linear accelerator (MR-LINAC), is a novel technique for prostate …
A dual‐supervised deformation estimation model (DDEM) for constructing ultra‐quality 4D‐MRI based on a commercial low‐quality 4D‐MRI for liver cancer radiation …
Background Most available four‐dimensional (4D)‐magnetic resonance imaging (MRI)
techniques are limited by insufficient image quality and long acquisition times or require …
techniques are limited by insufficient image quality and long acquisition times or require …
Multi‐parametric MRI for radiotherapy simulation
T Li, J Wang, Y Yang, CK Glide‐Hurst, N Wen… - Medical …, 2023 - Wiley Online Library
Magnetic resonance imaging (MRI) has become an important imaging modality in the field of
radiotherapy (RT) in the past decade, especially with the development of various novel MRI …
radiotherapy (RT) in the past decade, especially with the development of various novel MRI …
Nonrigid 3D motion estimation at high temporal resolution from prospectively undersampled k‐space data using low‐rank MR‐MOTUS
NRF Huttinga, T Bruijnen… - Magnetic resonance …, 2021 - Wiley Online Library
Purpose With the recent introduction of the MR‐LINAC, an MR‐scanner combined with a
radiotherapy LINAC, MR‐based motion estimation has become of increasing interest to …
radiotherapy LINAC, MR‐based motion estimation has become of increasing interest to …
Real-time 4D MRI using MR signature matching (MRSIGMA) on a 1.5 T MR-Linac system
Objective. To develop real-time 4D MRI using MR signature matching (MRSIGMA) for
volumetric motion imaging in patients with pancreatic cancer on a 1.5 T MR-Linac system …
volumetric motion imaging in patients with pancreatic cancer on a 1.5 T MR-Linac system …
Advances in MRI‐guided precision radiotherapy
Magnetic resonance imaging (MRI) is becoming increasingly important in precision
radiotherapy owing to its excellent soft‐tissue contrast and versatile scan options. Many …
radiotherapy owing to its excellent soft‐tissue contrast and versatile scan options. Many …
Evaluation of MRI-derived surrogate signals to model respiratory motion
An MR-Linac can provide motion information of tumour and organs-at-risk before, during,
and after beam delivery. However, MR imaging cannot provide real-time high-quality …
and after beam delivery. However, MR imaging cannot provide real-time high-quality …
Radiotherapy respiratory motion management in hepatobiliary and pancreatic malignancies: a systematic review of patient factors influencing effectiveness of motion …
M Daly, A McWilliam, G Radhakrishna… - Acta …, 2022 - Taylor & Francis
Background The effectiveness of abdominal compression for motion management in
hepatobiliary-pancreatic (HPB) radiotherapy has not been systematically evaluated …
hepatobiliary-pancreatic (HPB) radiotherapy has not been systematically evaluated …
Transfer-learning is a key ingredient to fast deep learning-based 4D liver MRI reconstruction
Time-resolved volumetric magnetic resonance imaging (4D MRI) could be used to address
organ motion in image-guided interventions like tumor ablation. Current 4D reconstruction …
organ motion in image-guided interventions like tumor ablation. Current 4D reconstruction …