Chest-CT-Reg
Image Registration on Chest CT Volumes
Dataset used - COPDgene (Castillo, Richard et al. “A reference dataset for deformable image registration spatial accuracy evaluation using the COPDgene study archive.” Physics in medicine and biology vol. 58,9 (2013): 2861-77. doi:10.1088/0031-9155/58/9/2861)
How to play with the codes?
- Follow the steps for the Classical Registration Pipeline Step-Wise. There are a few details to take care of in the dataset.
- Use the DICOM Files to train the Voxelmoprh Deep Learning Pipeline, and obtain the result and calculate the TRE in both the aforementioned pipelines.
Note : Comments are provided for explanation (almost). For more information, contact me!
Qualitative Results
Challenge Results (MAIA - 3rd Semester)
Our method was the fastest and had the best results (Ranked 1st) in the Subject MIRA - Medical Image Registration and Applications.