We use cookies to understand how you use our site and to improve your experience. This includes personalizing content and advertising. To learn more, click here. By continuing to use our site, you accept our use of cookies. Cookie Policy.

Features Partner Sites Information LinkXpress hp
Sign In
Advertise with Us

Download Mobile App




Reconstructed MRI Images Guide Radiotherapy Treatment

By HospiMedica International staff writers
Posted on 07 Jul 2021
An artificial intelligence (AI) algorithm that reconstructs magnetic resonance imaging (MRI) images of moving tumors in seconds could optimize radiotherapy (RT) treatment, according to a new study.

Developed at The Institute of Cancer Research (ICR; London, United Kingdom), The Royal Marsden NHS Foundation Trust (London, United Kingdom), the German Cancer Research Center (DKFZ; Heidelberg, Germany), and other institutions, magnetic resonance guided radiotherapy (MRgRT) is based on a deep radial convolutional neural network (Dracula) algorithm that replicates four-dimensional (4D) MRI images, including tumors and healthy organs, from low quality images containing artifacts.

By using data on the spatial dimensions and respiratory phases of a patient's tumor and surrounding organs, Dracula can produce 4D MRI and mid-position images from scans previously considered unacceptable for MRgRT. More...
Clinically, the MRI images reconstructed by Dracula can be used to guide a linear accelerator (Linac), thus serving as a novel platform to locate and deliver precisely targeted RT doses to tumors, minimizing the risk of affecting healthy organs. The study was published in the June 2021 issue of Radiotherapy and Oncology.

“Using an AI to rapidly reconstruct 4D MRI images of a cancer patient's anatomy lets us accurately determine the location of tumors and characterize their motion right before RT treatment,” said senior author Andreas Wetscherek, PhD, of the ICR. “It would be especially useful for cancers where we need to avoid the healthy organs around the tumor, such as pancreatic cancer, which currently limits the delivery of high doses of radiation to the tumor.”

To treat patients with tumors that move as they breathe, 4D MRI images are needed to show the 3D volume of the tumor and surrounding organs at different time points during breathing, known as a respiratory phase. By combining respiratory phases, the midposition (the average position of the tumor) is calculated, helping to accurately plan MRgRT. An alternative is to have a patient hold their breath, but this can be strenuous for the patient and makes treatment longer and more difficult.

Related Links:
The Institute of Cancer Research
The Royal Marsden NHS Foundation Trust
German Cancer Research Center



Gold Member
STI Test
Vivalytic Sexually Transmitted Infection (STI) Array
Radiology Monitor
MDNC-6121 Barco Nio Color 5.8MP
Immobilization System
Cranial 4Pi Immobilization
Medical-Grade Display
HL2316SHTB
Read the full article by registering today, it's FREE! It's Free!
Register now for FREE to HospiMedica.com and get access to news and events that shape the world of Hospital Medicine.
  • Free digital version edition of HospiMedica International sent by email on regular basis
  • Free print version of HospiMedica International magazine (available only outside USA and Canada).
  • Free and unlimited access to back issues of HospiMedica International in digital format
  • Free HospiMedica International Newsletter sent every week containing the latest news
  • Free breaking news sent via email
  • Free access to Events Calendar
  • Free access to LinkXpress new product services
  • REGISTRATION IS FREE AND EASY!
Click here to Register








Channels

Business

view channel
Image: Sempresto’s Smartphone-Integrated Epinephrine Auto-Injector Wins Red Dot Design Award (Photo courtesy of Sempresto)

Smartphone-Integrated Epinephrine Auto-Injector Concept Wins Red Dot Design Award

Severe allergic reactions can escalate rapidly and require prompt epinephrine, yet many at-risk patients do not consistently carry their auto-injector. With food allergies affecting an estimated 220 million... Read more
Copyright © 2000-2026 Globetech Media. All rights reserved.