Ziang Xu
Orcid: 0000-0002-3883-3716Affiliations:
- University of Oxford, Department of Engineering Science, Institute of Biomedical Engineering, Big Data Institute, UK
According to our database1,
Ziang Xu
authored at least 8 papers
between 2021 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Bibliography
2024
SSL-CPCD: Self-Supervised Learning With Composite Pretext-Class Discrimination for Improved Generalisability in Endoscopic Image Analysis.
IEEE Trans. Medical Imaging, December, 2024
SSTFB: Leveraging self-supervised pretext learning and temporal self-attention with feature branching for real-time video polyp segmentation.
CoRR, 2024
2023
Vision Transformer-Based Self-supervised Learning for Ulcerative Colitis Grading in Colonoscopy.
Proceedings of the Data Engineering in Medical Imaging - First MICCAI Workshop, 2023
2022
Patch-Level Instance-Group Discrimination with Pretext-Invariant Learning for Colitis Scoring.
Proceedings of the Machine Learning in Medical Imaging - 13th International Workshop, 2022
Self-supervised Approach for a Fully Assistive Esophageal Surveillance: Quality, Anatomy and Neoplasia Guidance.
Proceedings of the Cancer Prevention Through Early Detection, 2022
UNet-eVAE: Iterative Refinement Using VAE Embodied Learning for Endoscopic Image Segmentation.
Proceedings of the Machine Learning in Medical Imaging - 13th International Workshop, 2022
Additive Angular Margin Loss and Model Scaling Network for Optimised Colitis Scoring.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
2021
Proceedings of the Medical Image Understanding and Analysis - 25th Annual Conference, 2021