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Full-chain Monte Carlo Simulation for Medical Imaging Detectors, built with GEANT4 and Python

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MIMICS

Medical Imaging Monte Carlo Integrated Chain Simulator, built with GEANT4 and Python

This Repo provides full-chain simulations and reconstructions for prototypes of:

  • SPECT
  • PET
  • CT
  • Combinations, i.e. SPECT/CT, PET/CT

Modules

  • G4Sim: GEANT4 simulation for energy deposit
  • Analysis: Python scripts and notebooks for data analysis and visualization
  • PySim: Python simulation for further conversions (electron-hole generation and propogations in semiconductor, sintillations in scintilators, etc.)
  • Reconstruction: Traditional Reconstruction Algorithms with Python
  • MLRec: Example ML projects with simulated data

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Full-chain Monte Carlo Simulation for Medical Imaging Detectors, built with GEANT4 and Python

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