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Integrated MRI-guided radiotherapy—opportunities and challenges
MRI can help to categorize tissues as malignant or non-malignant both anatomically and
functionally, with a high level of spatial and temporal resolution. This non-invasive imaging …
functionally, with a high level of spatial and temporal resolution. This non-invasive imaging …
[HTML][HTML] A review of the metrics used to assess auto-contouring systems in radiotherapy
Auto-contouring could revolutionise future planning of radiotherapy treatment. The lack of
consensus on how to assess and validate auto-contouring systems currently limits clinical …
consensus on how to assess and validate auto-contouring systems currently limits clinical …
The role of artificial intelligence in radiotherapy clinical practice
This review article visits the current state of artificial intelligence (AI) in radiotherapy clinical
practice. We will discuss how AI has a place in the modern radiotherapy workflow at the …
practice. We will discuss how AI has a place in the modern radiotherapy workflow at the …
Patient‐specific transfer learning for auto‐segmentation in adaptive 0.35 T MRgRT of prostate cancer: a bi‐centric evaluation
Background Online adaptive radiation therapy (RT) using hybrid magnetic resonance linear
accelerators (MR‐Linacs) can administer a tailored radiation dose at each treatment fraction …
accelerators (MR‐Linacs) can administer a tailored radiation dose at each treatment fraction …
Intrafraction motion management with MR-guided radiation therapy
High quality radiation therapy requires highly accurate and precise dose delivery. MR-
guided radiotherapy (MRgRT), integrating an MRI scanner with a linear accelerator, offers …
guided radiotherapy (MRgRT), integrating an MRI scanner with a linear accelerator, offers …
Real-time motion management in MRI-guided radiotherapy: Current status and AI-enabled prospects
MRI-guided radiotherapy (MRIgRT) is a highly complex treatment modality, allowing
adaptation to anatomical changes occurring from one treatment day to the other (inter …
adaptation to anatomical changes occurring from one treatment day to the other (inter …
Artificial intelligence for image registration in radiation oncology
Automatic image registration plays an important role in many aspects of the radiation
oncology workflow ranging from treatment simulation, image guided and adaptive …
oncology workflow ranging from treatment simulation, image guided and adaptive …
Artificial intelligence applied to image-guided radiation therapy (IGRT): a systematic review by the Young Group of the Italian Association of Radiotherapy and Clinical …
Introduction The advent of image-guided radiation therapy (IGRT) has recently changed the
workflow of radiation treatments by ensuring highly collimated treatments. Artificial …
workflow of radiation treatments by ensuring highly collimated treatments. Artificial …
A review of artificial intelligence applications for motion tracking in radiotherapy
During radiotherapy, the organs and tumour move as a result of the dynamic nature of the
body; this is known as intrafraction motion. Intrafraction motion can result in tumour …
body; this is known as intrafraction motion. Intrafraction motion can result in tumour …
Fast deformable image registration for real-time target tracking during radiation therapy using cine MRI and deep learning
Purpose We developed a deep learning (DL) model for fast deformable image registration
using 2-dimensional sagittal cine magnetic resonance imaging (MRI) acquired during …
using 2-dimensional sagittal cine magnetic resonance imaging (MRI) acquired during …