/med_img_registration

Deeplearning-based medical image registration study.

Primary LanguageJupyter Notebook

PET-CT Registration Study

Introduction

  • Study Deeplearning-based Medical Image Registration(DLIR) with VoxelMorph Framework.
  • Solve PET-CT Registration Problems by DLIR.

Install Packages

  • VoxelMorph 
    pip install voxelmorph

Description

  • Prestudy I (VoxelMorph Tutorial)
    1. VoxelMorph_Tutorial_2D
    2. VoxelMorph_Tutorial_3D
  • Prestudy II (RIDER PET-CT Dataset)
    1. RIDER_Preprocessing
    2. RIDER_Normalization
    3. RIDER_VoxelMorph_Train (Colab)