Is attention all you need in medical image analysis? A review

G Papanastasiou, N Dikaios, J Huang… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Medical imaging is a key component in clinical diagnosis, treatment planning and clinical
trial design, accounting for almost 90% of all healthcare data. CNNs achieved performance …

Dynamic snake convolution based on topological geometric constraints for tubular structure segmentation

Y Qi, Y He, X Qi, Y Zhang… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Accurate segmentation of topological tubular structures, such as blood vessels and roads, is
crucial in various fields, ensuring accuracy and efficiency in downstream tasks. However …