Mambamorph: a mamba-based backbone with contrastive feature learning for deformable mr-ct registration

T Guo, Y Wang, C Meng - arXiv preprint arXiv:2401.13934, 2024 - arxiv.org
Deformable image registration is an essential approach for medical image analysis. This
paper introduces MambaMorph, an innovative multi-modality deformable registration …

CardioSpectrum: Comprehensive Myocardium Motion Analysis with 3D Deep Learning and Geometric Insights

S Zuler, S Tejman-Yarden, D Raviv - arXiv preprint arXiv:2407.03794, 2024 - arxiv.org
The ability to map left ventricle (LV) myocardial motion using computed tomography
angiography (CTA) is essential to diagnosing cardiovascular conditions and guiding …

GS-EMA: Integrating Gradient Surgery Exponential Moving Average with Boundary-Aware Contrastive Learning for Enhanced Domain Generalization in Aneurysm …

F Lin, Y Xia, M MacRaild, Y Deo, H Dou, Q Liu… - arXiv preprint arXiv …, 2024 - arxiv.org
The automated segmentation of cerebral aneurysms is pivotal for accurate diagnosis and
treatment planning. Confronted with significant domain shifts and class imbalance in 3D …