Research progress on deep learning in magnetic resonance imaging–based diagnosis and treatment of prostate cancer: a review on the current status and …

M He, Y Cao, C Chi, X Yang, R Ramin, S Wang… - Frontiers in …, 2023 - frontiersin.org
Multiparametric magnetic resonance imaging (mpMRI) has emerged as a first-line screening
and diagnostic tool for prostate cancer, aiding in treatment selection and noninvasive …

[HTML][HTML] The Future of MR-Guided Radiation Therapy

M Guckenberger, N Andratschke, C Chung… - Seminars in radiation …, 2024 - Elsevier
Magnetic resonance image guided radiation therapy (MRIgRT) is a relatively new
technology that has already shown outcomes benefits but that has not yet reached its clinical …

MRI-guided radiotherapy (MRgRT) for treatment of oligometastases: review of clinical applications and challenges

IJ Chetty, AJ Doemer, JL Dolan, JP Kim… - International Journal of …, 2022 - Elsevier
Purpose Early clinical results on the application of magnetic resonance imaging (MRI)
coupled with a linear accelerator to deliver Magnetic Resonance-guided Radiation Therapy …

Emergence of MR-Linac in radiation oncology: successes and challenges of riding on the MRgRT bandwagon

IJ Das, P Yadav, BB Mittal - Journal of Clinical Medicine, 2022 - mdpi.com
The special issue of JCM on “Advances of MRI in Radiation Oncology” provides a unique
forum for scientific literature related to MR imaging in radiation oncology. This issue covered …

[HTML][HTML] Synthetic computed tomography for low-field magnetic resonance-guided radiotherapy in the abdomen

M Lapaeva, ALG Saint-Esteven, P Wallimann… - Physics and imaging in …, 2022 - Elsevier
Background and purpose The requirement of computed tomography (CT) for radiotherapy
planning may be bypassed by synthetic CT (sCT) generated from magnetic resonance (MR) …

Evaluation of MRI‐only based online adaptive radiotherapy of abdominal region on MR‐linac

K Nousiainen, GV Santurio, N Lundahl… - Journal of applied …, 2023 - Wiley Online Library
Purpose A hybrid magnetic resonance linear accelerator (MRL) can perform magnetic
resonance imaging (MRI) with high soft‐tissue contrast to be used for online adaptive …

[HTML][HTML] Synthetic computed tomography generation for abdominal adaptive radiotherapy using low-field magnetic resonance imaging

AG Hernandez, P Fau, J Wojak, H Mailleux… - Physics and Imaging in …, 2023 - Elsevier
Abstract Background and Purpose Magnetic Resonance guided Radiotherapy (MRgRT) still
needs the acquisition of Computed Tomography (CT) images and co-registration between …

Deep learning in MRI‐guided radiation therapy: A systematic review

Z Eidex, Y Ding, J Wang, E Abouei… - Journal of Applied …, 2024 - Wiley Online Library
Recent advances in MRI‐guided radiation therapy (MRgRT) and deep learning techniques
encourage fully adaptive radiation therapy (ART), real‐time MRI monitoring, and the MRI …

[HTML][HTML] A body mass index-based method for “MR-only” abdominal MR-guided adaptive radiotherapy

C Rippke, CK Renkamp, C Stahl-Arnsberger… - … für Medizinische Physik, 2024 - Elsevier
Purpose Dose calculation for MR-guided radiotherapy (MRgRT) at the 0.35 T MR-Linac is
currently based on deformation of planning CTs (defCT) acquired for each patient. We …

Research on new treatment mode of radiotherapy based on pseudo-medical images

H Sun, Q Xi, J Sun, R Fan, K Xie, X Ni, J Yang - Computer Methods and …, 2022 - Elsevier
Background and objective Multi-modal medical images with multiple feature information are
beneficial for radiotherapy. A new radiotherapy treatment mode based on triangle …