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sunyu0410/README.md

pprint('Hi there') 👋

I'm a researcher on image analysis methods for medical imaginge data. Mostly testing and workong on segmentation methods for organs and tumours from MRI and CT.

  • Google accreditated AI developer in TensorFlow
  • Familiar with commonly used networks for image processing
  • Proficient in Python and R

My current work can be categorised into three types:

  • Develop deep learning models for medical imageing data
    • Organ / tumour segmentation
    • Radiomics feature engineering
    • Survival analysis and treatment response prediction
  • Test and deploy data system for clinical use
    • Medical data curation, conversion and warehousing
  • Develop tools to help speed up the workflow
    • Automate registration
    • Convert DICOM (RT) data

Pinned

  1. PyRegPipe PyRegPipe Public

    The automatic registration framework using Python for 3D Slicer.

    Python 3

  2. AmendmentBackUp AmendmentBackUp Public

    Incremental backup

    Python 1

  3. rt-utils rt-utils Public

    Forked from qurit/rt-utils

    A minimal Python library to facilitate the creation and manipulation of DICOM RTStructs.

    Python

  4. OSIPI/DCE-DSC-MRI_CodeCollection OSIPI/DCE-DSC-MRI_CodeCollection Public

    TF2.3 DCE-/DSC-MRI processing code, collected, tested and made available to all.

    Python 33 15