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Technical Note: Four-dimensional deformable digital phantom for MRI sequence development.

Hanna M Hanson1, Björn Eiben2, Jamie R McClelland2

  • 1Division of Cancer Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, The Christie NHS Foundation Trust, Manchester, UK.

Medical Physics
|June 8, 2021
PubMed
Summary
This summary is machine-generated.

A new deformable four-dimensional digital phantom framework enables accurate MRI simulation for developing novel sequences for MR-guided radiotherapy, incorporating realistic motion and physics.

Keywords:
MRI guidanceMRI simulationdigital phantommotion management

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Area of Science:

  • Medical Physics
  • Magnetic Resonance Imaging
  • Radiotherapy

Background:

  • MR-guided radiotherapy requires specialized imaging sequences distinct from diagnostic radiology.
  • Existing MRI simulation software lacks features for optimizing novel sequences.
  • Development of advanced simulation tools is crucial for advancing MR-guided radiotherapy.

Purpose of the Study:

  • To present a novel digital framework for testing MRI sequences.
  • To incorporate anatomical structure, respiratory motion, and MR physics into the simulation.
  • To facilitate the development of new imaging sequences for MR-guided radiotherapy.

Main Methods:

  • Utilized extended Cardiac-Torso (XCAT) software for anatomical phantom creation (T1, T2, proton density maps).
  • Developed a respiratory motion model based on XCAT deformation vector fields and a respiration signal.
  • Employed JEMRIS (an open-source Bloch simulator) with a custom extension for independent spin motion calculation, enabling deformable motion simulation.

Main Results:

  • Successfully simulated 2D cine acquisitions and demonstrated motion ghosts in T2-weighted spin echo images.
  • Simulation results aligned with previously published literature findings.
  • Deformable motion simulations exhibited comparable computational time to rigid motion simulations.

Conclusions:

  • Introduced a deformable 4D digital phantom framework for MR sequence development.
  • The framework accurately simulates MRI by integrating anatomical structure, realistic breathing, deformable motion, and Bloch simulation.
  • This tool is highly relevant for optimizing novel MRI sequences for lung and abdominal MR-guided radiotherapy.