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Proton range verification with MACACO II Compton camera enhanced by a neural network for event selection.

Enrique Muñoz1, Ana Ros2, Marina Borja-Lloret2

  • 1Instituto de Física Corpuscular (IFIC), CSIC/Universitat de València, València, Spain. Enrique.Munoz@ific.uv.es.

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This study introduces the MACACO Compton camera for real-time monitoring in hadron therapy. It successfully images prompt gamma emissions, enabling precise tracking of proton beam range and tumor targeting.

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Area of Science:

  • Medical Physics
  • Nuclear Instrumentation
  • Radiation Oncology

Background:

  • Hadron therapy's clinical use is limited by the absence of reliable online monitoring during treatment.
  • Secondary radiation detection is a key area of research for developing such monitoring systems.

Purpose of the Study:

  • To develop and evaluate the MACACO Compton camera for real-time monitoring of hadron therapy.
  • To assess the system's capability in imaging prompt gamma emissions for treatment verification.

Main Methods:

  • Utilized a multi-layer Compton camera (MACACO) with LaBr3 scintillator crystals and SiPMs.
  • Employed a neural network trained on Monte Carlo simulations for event selection and signal-to-background enhancement.
  • Reconstructed prompt gamma emission distributions using spectral reconstruction, resolving the 4.439 MeV spectral line.

Main Results:

  • Successfully reconstructed images of prompt gamma distributions from a 150 MeV proton beam.
  • Resolved the 4.439 MeV spectral line, enabling energy-specific imaging.
  • Calculated the distal fall-off of the proton beam and identified target displacements as small as 3 mm.

Conclusions:

  • The MACACO Compton camera demonstrates potential for real-time monitoring in hadron therapy.
  • The system's ability to image prompt gamma emissions aids in verifying proton beam range and detecting positional errors.