Documents of Medical Physics Lab

Documents of Medical Physics Research Center in Wuhan University

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• Basic Tutorial
  • Markdown
  • Git & Github
  • Github Desktop & GitKraken

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• Acoustic Wave

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• Proton-induced radiation signal
  • GATE simulation
  • PET
  • Flat panel detector

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• CAEN

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• Artificial Inteligence
  • Programming Languages & Platforms
    • Python
    • Keras
    • Scikit-learn
  • Algorithm
    • CNN
    • RNN
      • LSTM
      • Others
  • Activity-dose
    • Training Set
    • Model Training
    • Noise Modeling
    • Performance Evaluation
    • References
    • Code
  • Flat Panel with Collimator
    • Training Set
    • Model Training
    • Noise Modeling
    • Performance Evaluation
    • References
    • Code

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• Publications
  • Machine Learning-based Range and Dose Verification in Proton Therapy Using an In-beam Positron Emission Tomography (PET) System

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• Appendix