Ziyun Liang

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Probabilistic Atlas

Fully Unsupervised

Top Venues

MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI

J. Electronic Imaging

Publications

Ziyun Liang, Xiaoqing Guo, J. Alison Noble, Konstantinos Kamnitsas
IterMask2: Iterative Unsupervised Anomaly Segmentation via Spatial and Frequency Masking for Brain Lesions in MRI. CoRR (2024)
Felix Wagner, Wentian Xu, Pramit Saha, Ziyun Liang, Daniel Whitehouse, David K. Menon, Natalie Voets, J. Alison Noble, Konstantinos Kamnitsas
Feasibility of Federated Learning from Client Databases with Different Brain Diseases and MRI Modalities. CoRR (2024)
Wentian Xu, Matthew Moffat, Thalia Seale, Ziyun Liang, Felix Wagner, Daniel Whitehouse, David K. Menon, Virginia F. J. Newcombe, Natalie Voets, Abhirup Banerjee, Konstantinos Kamnitsas
Feasibility and benefits of joint learning from MRI databases with different brain diseases and modalities for segmentation. CoRR (2024)
Ziyun Liang, Harry Anthony, Felix Wagner, Konstantinos Kamnitsas
Modality Cycles with Masked Conditional Diffusion for Unsupervised Anomaly Segmentation in MRI. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI (2023)
Tianjiao Guo, Ziyun Liang, Yun Gu, Kun Liu, Xun Xu, Jie Yang, Qi Yu
Learning for retinal image quality assessment with label regularization. Comput. Methods Programs Biomed. 228 (2023)
Ziyun Liang, Harry Anthony, Felix Wagner, Konstantinos Kamnitsas
Modality Cycles with Masked Conditional Diffusion for Unsupervised Anomaly Segmentation in MRI. CoRR (2023)
Ziyun Liang, Yun Gu, Jie Yang
Hardmix: A Regularization Method to Mitigate the Large Shift in Few-Shot Domain Adaptation. ICIP (2021)
Xiaohang Yang, Lingtong Kong, Ziyun Liang, Jie Yang
Homography Estimation Network Based on Dense Correspondence. ICONIP (6) (2021)
Tianjiao Guo, Ziyun Liang, Yun Gu, Jie Yang, Qi Yu
Deep multi-task framework for optic disc and fovea detection. J. Electronic Imaging 30 (4) (2021)