2 code implementations • 23 Jul 2022 • Wentao Liu, Weijin Xu, Songlin Yan, Lemeng Wang, Haoyuan Li, Huihua Yang
Abdominal organ segmentation has many important clinical applications, such as organ quantification, surgical planning, and disease diagnosis.
2 code implementations • 9 Mar 2022 • Wentao Liu, Tong Tian, Weijin Xu, Huihua Yang, Xipeng Pan, Songlin Yan, Lemeng Wang
In this paper, we propose a novel hybrid architecture for medical image segmentation called PHTrans, which parallelly hybridizes Transformer and CNN in main building blocks to produce hierarchical representations from global and local features and adaptively aggregate them, aiming to fully exploit their strengths to obtain better segmentation performance.