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中研院計畫徵求 PhD/MS students in Medical Imaging

工作內容更新日期:2019/1/13
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  • Job opening: PhD/MS students in Medical Imaging  

     

    Job statement: Developing image reconstruction algorithms for positron emission tomography and prompt gamma detectors for range verification. Developing the software framework for In-Beam imaging system.  

     

     

    Background: Proton therapy is a highly targeted dose delivering technique for cancer treatment. Uncertainties in the treatment planning, CT image conversion and patient positioning can lead to a mismatch between the planned and delivered dose. Secondary particle detection comprising prompt gamma and positron annihilation gamma photons enables proton range verification. Photon activity profiles generated from reconstructed images can be compared for simulated and measured values to obtain the range errors. Detector development for in-beam imaging in proton therapy is challenging due to several reasons - high count rate, background noise, lack of compact and efficient gamma detectors in the 1-10 MeV energy scale, and tight constraints on the acquisition time and detector placement. There is scope for novel detector design and image reconstruction based on a multi-channel time-of-flight approach with a final goal of real time range verification. 

     

    Expected Trainings:  

    ⁃ PET image reconstruction and implementation on GPU. 

    ⁃ Development of reconstruction algorithms for collimator and collimator-less detectors in prompt gamma. 

    ⁃ Geant4/GATE Monte Carlo simulations  

    ⁃ CUDA programming 

    ⁃ Developing deep learning-based methods for image reconstruction on GPUs. 

     

     

    Funding program: Academia Sinica Thematic research program 

     

     

    Interested candidates may contact - 

    Dr. Chih-Hsun Lin (chihhsun.lin@phys.sinica.edu.tw)  

    Dr. Cheng-Ying Chou (chengying@ntu.edu.tw)

  • 工作地點:
    台北市大安區
  • 工作時間:
    日班
  • 工作待遇:
    時薪 150元 至 300元  薪資公秤
  • 工作性質:
  • 職務類別:
  • 需求人數:
    不限
  • 管理人數:
    10人以內
  • 到職日期:
    不限

要求條件

  • 身份類別:
    不拘
  • 學歷限制:
    不拘
  • 科系限制:
  • 工作經驗:
    不拘

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