ct_image_registration

3D CT Image Registration Training & Inference code 관리

Overview / 개요

3D CT 영상 정합(Registration) 학습 및 추론 코드

VoxelMorph 기반 패치 단위 3D CT 정합, Dice Loss 적용

Tech Stack / 기술 스택

• Language: Python
• Frameworks: VoxelMorph, PyTorch
• Key Libraries: NumPy, SimpleITK, nibabel

Installation / 설치 방법

git clone https://github.com/HongYongGi/ct_image_registration.git
cd ct_image_registration
pip install -r requirements.txt

Project Structure / 프로젝트 구조

ct_image_registration/
├── patch_voxlemorph/
├── patch_voxlemorph_dice/
├── voxelmorph/
└── patch_voxlemorph.zip

Author

• YONGGI HONG - Medical Imaging AI Researcher
• GitHub: @HongYongGi