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Achievement: YOLOAchievement: Pair Extraordinairex2Achievement: Pull Sharkx2Achievement: QuickdrawAchievement: Arctic Code Vault Contributor

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HongYongGi/README.md

πŸ‘‹ Hi, I'm YONGGI HONG

Medical Imaging AI Researcher

μ„œμšΈ 기반 의료 μ˜μƒ AI μ—°κ΅¬μžμž…λ‹ˆλ‹€. CT, MRI, X-ray, PET-CT λ“± λ‹€μ–‘ν•œ 의료 μ˜μƒ λͺ¨λ‹¬λ¦¬ν‹°μ— λŒ€ν•œ λ”₯λŸ¬λ‹ 기반 뢄석, μ„Έκ·Έλ©˜ν…Œμ΄μ…˜, μ •ν•©(Registration), ν•©μ„±(Synthesis) 연ꡬλ₯Ό μˆ˜ν–‰ν•˜κ³  μžˆμŠ΅λ‹ˆλ‹€.

πŸ”¬ Research Interests

  • Medical Image Segmentation (CT, MRI, X-ray)
  • Medical Image Registration (VoxelMorph, CycleMorph)
  • Image Synthesis (GAN, Diffusion Model)
  • Object Detection in Medical Imaging (YOLOv7)
  • Bone Mineral Density (BMD) Estimation
  • PET-CT Analysis & SUV Measurement

πŸ› οΈ Tech Stack

  • Languages: Python
  • Frameworks: PyTorch, TensorFlow
  • Medical Imaging: pydicom, nibabel, SimpleITK, 3D Slicer
  • API: FastAPI
  • Tools: Jupyter Notebook, Git

πŸ“« Contact

Pinned Loading

  1. ct_image_registration ct_image_registration Public

    3D CT Image registration Training & Inference code 관리

    Python

  2. Yangsuseong/PET_Gate_Sim Yangsuseong/PET_Gate_Sim Public

    Jupyter Notebook