Search Results for author: Songlin Yan

Found 2 papers, 2 papers with code

Combining Self-Training and Hybrid Architecture for Semi-supervised Abdominal Organ Segmentation

2 code implementations23 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.

Organ Segmentation Pseudo Label +1

PHTrans: Parallelly Aggregating Global and Local Representations for Medical Image Segmentation

2 code implementations9 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.

Image Segmentation Medical Image Segmentation +2

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