Zunhui Xia

According to our database, Zunhui Xia authored at least 8 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

TCSAFormer: Efficient Vision Transformer With Token Compression and Sparse Attention for Medical Image Segmentation.

Zunhui Xia, Hongxing Li, Libin Lan

Int. J. Imaging Syst. Technol., March, 2026

Beyond benchmarks of IUGC: Rethinking requirements of deep learning method for intrapartum ultrasound biometry from fetal ultrasound videos.

Jieyun Bai, Zihao Zhou, Yitong Tang, Jie Gan, Zhuonan Liang, Jianan Fan, Lisa Mcguire, Jillian Clarke, Tom Weidong Cai, Jacqueline Spurway, Yubo Tang, Shiye Wang, Wenda Shen, Wangwang Yu, Yihao Li, Philippe Zhang, Weili Jiang, Yongjie Li, Salem Muhsin Ali Binqahal Al Nasim, Arsen Abzhanov, Numan Saeed, Mohammad Yaqub, Zunhui Xia, Hongxing Li, Libin Lan, Jayroop Ramesh, Valentin Bacher, Mark Eid, Hoda Kalabizadeh, Christian Rupprecht, Ana I. L. Namburete, Pak-Hei Yeung, Madeleine K. Wyburd, Nicola K. Dinsdale, Assanali Serikbey, Jiankai Li, Sung-Liang Chen, Zicheng Hu, Nana Liu, Yian Deng, Wei Hu, Cong Tan, Wenfeng Zhang, Mai Tuyet Nhi, Gregor Koehler, Rapheal Stock, Klaus Maier-Hein, Marawan Elbatel, Xiaomeng Li, Saad Slimani, Victor M. Campello, Benard Ohene-Botwe, Isaac Khobo, Yuxin Huang, Zhenyan Han, Hongying Hou, Di Qiu, Zheng Zheng, Gongning Luo, Dong Ni, Yaosheng Lu, Karim Lekadir, Shuo Li

Medical Image Anal., 2026

CM-CGNS: Cross-modal clustering-guided negative sampling for self-supervised joint learning from medical images and reports.

Libin Lan, Hongxing Li, Zunhui Xia, Juan Zhou, Xiaofei Zhu, Yongmei Li, Eugene Yu-Dong Zhang, Xin Luo

Expert Syst. Appl., 2026

2025

MedFormer: Hierarchical Medical Vision Transformer with Content-Aware Dual Sparse Selection Attention.

Zunhui Xia, Hongxing Li, Libin Lan

CoRR, July, 2025

DMAF-Net: An Effective Modality Rebalancing Framework for Incomplete Multi-Modal Medical Image Segmentation.

Libin Lan, Hongxing Li, Zunhui Xia, Yudong Zhang

CoRR, June, 2025

Cross-Modal Clustering-Guided Negative Sampling for Self-Supervised Joint Learning from Medical Images and Reports.

Libin Lan, Hongxing Li, Zunhui Xia, Juan Zhou, Xiaofei Zhu, Yongmei Li, Yudong Zhang, Xin Luo

CoRR, June, 2025

DSSAU-Net:U-Shaped Hybrid Network for Pubic Symphysis and Fetal Head Segmentation.

Zunhui Xia, Hongxing Li, Libin Lan

CoRR, June, 2025

2024

DSSAU-Net: U-Shaped Hybrid Network for Pubic Symphysis and Fetal Head Segmentation.

Zunhui Xia, Hongxing Li, Libin Lan

Proceedings of the Intrapartum Ultrasound - MICCAI 2024 Grand Challenge, 2024