Artificial Intelligence in magnetic Resonance guided Radiotherapy: Medical and physical considerations on state of art and future perspectives

D Cusumano, L Boldrini, J Dhont, C Fiorino, O Green… - Physica medica, 2021 - Elsevier
Over the last years, technological innovation in Radiotherapy (RT) led to the introduction of
Magnetic Resonance-guided RT (MRgRT) systems. Due to the higher soft tissue contrast …

Medical physics challenges in clinical MR-guided radiotherapy

C Kurz, G Buizza, G Landry, F Kamp, M Rabe… - Radiation …, 2020 - Springer
The integration of magnetic resonance imaging (MRI) for guidance in external beam
radiotherapy has faced significant research and development efforts in recent years. The …

Time analysis of online adaptive magnetic resonance–guided radiation therapy workflow according to anatomical sites

G Güngör, İ Serbez, B Temur, G Gür, N Kayalılar… - Practical radiation …, 2021 - Elsevier
Purpose To document time analysis of detailed workflow steps for the online adaptive
magnetic resonance–guided radiation therapy treatments (MRgRT) with the ViewRay …

Online magnetic resonance image guided adaptive radiation therapy: first clinical applications

S Acharya, BW Fischer-Valuck, R Kashani… - International Journal of …, 2016 - Elsevier
Purpose To demonstrate the feasibility of online adaptive magnetic resonance (MR) image
guided radiation therapy (MR-IGRT) through reporting of our initial clinical experience and …

[HTML][HTML] Adaptive radiotherapy enabled by MRI guidance

A Hunt, VN Hansen, U Oelfke, S Nill, S Hafeez - Clinical Oncology, 2018 - Elsevier
Adaptive radiotherapy (ART) strategies systematically monitor variations in target and
neighbouring structures to inform treatment-plan modification during radiotherapy. This is …

MRI-guided radiation therapy: an emerging paradigm in adaptive radiation oncology

R Otazo, P Lambin, JP Pignol, ME Ladd… - Radiology, 2021 - pubs.rsna.org
Radiation therapy (RT) continues to be one of the mainstays of cancer treatment.
Considerable efforts have been recently devoted to integrating MRI into clinical RT planning …

MR-guidance in clinical reality: current treatment challenges and future perspectives

S Corradini, F Alongi, N Andratschke, C Belka… - Radiation …, 2019 - Springer
Abstract Magnetic Resonance-guided radiotherapy (MRgRT) marks the beginning of a new
era. MR is a versatile and suitable imaging modality for radiotherapy, as it enables direct …

ESTRO-ACROP recommendations on the clinical implementation of hybrid MR-linac systems in radiation oncology

S Corradini, F Alongi, N Andratschke, D Azria… - Radiotherapy and …, 2021 - Elsevier
Online magnetic resonance-guided radiotherapy (oMRgRT) represents one of the most
innovative applications of current image-guided radiation therapy (IGRT). The revolutionary …

Recent applications of artificial intelligence in radiotherapy: where we are and beyond

M Santoro, S Strolin, G Paolani, G Della Gala… - Applied Sciences, 2022 - mdpi.com
Featured Application Computational models based on artificial intelligence (AI) variants
have been developed and applied successfully in many areas, both inside and outside of …

[HTML][HTML] Dose accumulation for MR-guided adaptive radiotherapy: From practical considerations to state-of-the-art clinical implementation

BA McDonald, C Zachiu, J Christodouleas… - Frontiers in …, 2023 - frontiersin.org
MRI-linear accelerator (MR-linac) devices have been introduced into clinical practice in
recent years and have enabled MR-guided adaptive radiation therapy (MRgART). However …