Search Results for author: Liming Xia

Found 7 papers, 0 papers with code

PCA-Relax: Deep-learning-based groupwise registration for motion correction of cardiac $T_1$ mapping

no code implementations18 Jun 2024 Yi Zhang, Yidong Zhao, Lu Huang, Liming Xia, Qian Tao

In this work, we propose a novel deep-learning-based groupwise registration framework, which omits the need for a template, and registers all baseline images simultaneously.

Test-time Adaptation

Hypergraph Learning for Identification of COVID-19 with CT Imaging

no code implementations7 May 2020 Donglin Di, Feng Shi, Fuhua Yan, Liming Xia, Zhanhao Mo, Zhongxiang Ding, Fei Shan, Shengrui Li, Ying WEI, Ying Shao, Miaofei Han, Yaozong Gao, He Sui, Yue Gao, Dinggang Shen

The main challenge in early screening is how to model the confusing cases in the COVID-19 and CAP groups, with very similar clinical manifestations and imaging features.

The Domain Shift Problem of Medical Image Segmentation and Vendor-Adaptation by Unet-GAN

no code implementations30 Oct 2019 Wenjun Yan, Yuanyuan Wang, Shengjia Gu, Lu Huang, Fuhua Yan, Liming Xia, Qian Tao

In this work, we proposed a generic framework to address this problem, consisting of (1) an unpaired generative adversarial network (GAN) for vendor-adaptation, and (2) a Unet for object segmentation.

Generative Adversarial Network Image Segmentation +3

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