FlowReg is a deep-learning based medical image registration framework. The framework is divided in 3D affine component (FlowReg-A) and a 2D fine-tuning network using optical flow (FlowReg-O).
Please visit FlowReg-A and FlowReg-O for the corresponding usage cases.
If you use any portion of our work, please cite our paper.
S. Mocanu, A. Moody, and A. Khademi, “FlowReg: Fast Deformable Unsupervised Medical Image Registration using Optical Flow,”
Machine Learning for Biomedical Imaging, pp. 1–40, Sep. 2021.
Available at: https://www.melba-journal.org/article/27657-flowreg-fast-deformable-unsupervised-medical-image-registration-using-optical-flow