songxiao-tt / med_img_registration

Deeplearning-based medical image registration study.

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)