no code implementations • 10 Jul 2021 • Zhuangzhuang Zhang, Tianyu Zhao, Hiram Gay, Weixiong Zhang, Baozhou Sun
Our results of the new Weaving Attention U-net demonstrate superior or similar performance on the segmentation of head and neck CT images.
no code implementations • 21 Sep 2020 • Zhuangzhuang Zhang, Tianyu Zhao, Hiram Gay, Baozhou Sun, Weixiong Zhang
We developed a novel semi-supervised adversarial deep learning approach for 3D pelvic CT image semantic segmentation.
no code implementations • 11 Aug 2020 • Zhuangzhuang Zhang, Tianyu Zhao, Hiram Gay, Weixiong Zhang, Baozhou Sun
A segmentation network and a discriminator network were trained jointly, and only the segmentation network was used for prediction.