Hardmix: A Regularization Method to Mitigate the Large Shift in Few-Shot Domain Adaptation. - Ziyun Liang; Yun Gu; Jie Yang 002 (ICIP, 2021)

Homography Estimation Network Based on Dense Correspondence. - Xiaohang Yang; Lingtong Kong; Ziyun Liang; Jie Yang 002 (ICONIP (6), 2021)

Deep multi-task framework for optic disc and fovea detection. - Tianjiao Guo; Ziyun Liang; Yun Gu; Jie Yang 002; Qi Yu 008 (J. Electronic Imaging, 2021)

Modality Cycles with Masked Conditional Diffusion for Unsupervised Anomaly Segmentation in MRI. - Ziyun Liang; Harry Anthony; Felix Wagner 001; Konstantinos Kamnitsas (MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI, 2023)

Learning for retinal image quality assessment with label regularization. - Tianjiao Guo; Ziyun Liang; Yun Gu; Kun Liu; Xun Xu; Jie Yang 002; Qi Yu 008 (Comput. Methods Programs Biomed., 2023)

$ mathrm {IterMask^2}$: Iterative Unsupervised Anomaly Segmentation via Spatial and Frequency Masking for Brain Lesions in MRI. - Ziyun Liang; Xiaoqing Guo; J. Alison Noble; Konstantinos Kamnitsas (MICCAI (8), 2024)

Feasibility and benefits of joint learning from MRI databases with different brain diseases and modalities for segmentation. - Wentian Xu; Matthew Moffat; Thalia Seale; Ziyun Liang; Felix Wagner 001; Daniel Whitehouse; David K. Menon; Virginia F. J. Newcombe; Natalie Voets; Abhirup Banerjee; Konstantinos Kamnitsas (MIDL, 2024)

IterMask2: Iterative Unsupervised Anomaly Segmentation via Spatial and Frequency Masking for Brain Lesions in MRI. - Ziyun Liang; Xiaoqing Guo; J. Alison Noble; Konstantinos Kamnitsas (CoRR, 2024)

Feasibility of Federated Learning from Client Databases with Different Brain Diseases and MRI Modalities. - Felix Wagner 001; Wentian Xu; Pramit Saha; Ziyun Liang; Daniel Whitehouse; David K. Menon; Natalie Voets; J. Alison Noble; Konstantinos Kamnitsas (CoRR, 2024)

Feasibility of Federated Learning from Client Databases with Different Brain Diseases and MRI Modalities. - Felix Wagner 001; Wentian Xu; Pramit Saha; Ziyun Liang; Daniel Whitehouse; David K. Menon; Virginia F. J. Newcombe; Natalie Voets; J. Alison Noble; Konstantinos Kamnitsas (WACV, 2025)

Continuous Online Adaptation Driven by User Interaction for Medical Image Segmentation. - Wentian Xu; Ziyun Liang; Harry Anthony; Yasin Ibrahim; Felix Cohen; Guang Yang; Daniel Whitehouse; David K. Menon; Virginia F. J. Newcombe; Konstantinos Kamnitsas (CoRR, 2025)

IterMask3D: Unsupervised Anomaly Detection and Segmentation with Test-Time Iterative Mask Refinement in 3D Brain MR. - Ziyun Liang; Xiaoqing Guo; Wentian Xu; Yasin Ibrahim; Natalie Voets; Pieter M. Pretorius; J. Alison Noble; Konstantinos Kamnitsas (CoRR, 2025)