GitHub

ModeTv2: GPU-accelerated Motion Decomposition Transformer for Pairwise Optimization in Medical Image Registration (MIA2026)

(06/11/2025) 🎉 The paper has been accepted by Medical Image Analysis. (28/12/2024) We implemented the CUDA version of the 3D Correlation layer based on the modet package. For specific usage, see ...
GitHub

NestedMorph: Deformable Medical Image Registration

This repository implements the NestedMorph model, presented in the paper "Kumar, Gurucharan Marthi Krishna, Mendola, Janine, Shmuel, Amir. "NestedMorph: Enhancing Deformable Medical Image Registration ...
IEEE

CGNet: A Correlation-Guided Registration Network for Unsupervised Deformable Image Registration

Abstract: Deformable medical image registration plays a significant role in medical image analysis. With the advancement of deep neural networks, learning-based deformable registration methods have ...
IEEE

Retinal Image Registration Using Partial Intensity Invariant Feature Descriptor and Redundant Keypoints Elimination Techniques

Abstract: Retinal image registration is crucial for improving the accuracy of diagnosing and monitoring retinal diseases. This paper proposes a specific feature region technique for retinal image ...