Recurrent Inference Machine for Medical Image Registration

Y Zhang, Y Zhao, H Xue, P Kellman, S Klein… - arxiv preprint arxiv …, 2024 - arxiv.org
Image registration is essential for medical image applications where alignment of voxels
across multiple images is needed for qualitative or quantitative analysis. With recent …

CAR: Contrast-Agnostic Deformable Medical Image Registration with Contrast-Invariant Latent Regularization

Y Wang, S Du, S Zheng, X Luo, C Qin - International Workshop on …, 2024 - Springer
Multi-contrast image registration is a challenging task due to the complex intensity
relationships between different imaging contrasts. Conventional image registration methods …

Pulmonary CT Registration Network Based on Deformable Cross Attention

M Ren, P Xue, H Ji, Z Zhang, E Dong - Journal of Imaging Informatics in …, 2024 - Springer
Current Transformer structure utilizes the self-attention mechanism to model global
contextual relevance within image, which makes an impact on medical image registration …