Siyi Xun

According to our database, Siyi Xun authored at least 6 papers between 2022 and 2025.

Collaborative distances:

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

2025

Charting the path forward: CT image quality assessment - an in-depth review.

Siyi Xun, Qiaoyu Li, Xiaohong Liu, Pu Huang, Guangtao Zhai, Yue Sun, Peter H. N. de With, Mingxiang Wu, Tao Tan

J. King Saud Univ. Comput. Inf. Sci., 2025

MedIQA: A Scalable Foundation Model for Prompt-Driven Medical Image Quality Assessment.

Siyi Xun, Yue Sun, Jingkun Chen, Zitong Yu, Tong Tong, Xiaohong Liu, Mingxiang Wu, Tao Tan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

2024

ARGA-Unet: Advanced U-net segmentation model using residual grouped convolution and attention mechanism for brain tumor MRI image segmentation.

Siyi Xun, Yan Zhang, Sixu Duan, Mingwei Wang, Jiangang Chen, Tong Tong, Qinquan Gao, Chan-Tong Lam, Menghan Hu, Tao Tan

Virtual Real. Intell. Hardw., 2024

Chest CT-IQA: A multi-task model for chest CT image quality assessment and classification.

Siyi Xun, Mingfeng Jiang, Pu Huang, Yue Sun, Dengwang Li, Yan Luo, Huifen Zhang, Zhicheng Zhang, Xiaohong Liu, Mingxiang Wu, Tao Tan

Displays, 2024

2022

Generative adversarial networks in medical image segmentation: A review.

Siyi Xun, Dengwang Li, Hui Zhu, Min Chen, Jianbo Wang, Jie Li, Meirong Chen, Bing Wu, Hua Zhang, Xiangfei Chai, Zekun Jiang, Yan Zhang, Pu Huang

Comput. Biol. Medicine, 2022

RGA-Unet: An improved U-net segmentation model based on residual grouped convolution and convolutional block attention module for brain tumor MRI image segmentation.

Siyi Xun, Yan Zhang, Sixu Duan, Huachao Chen, Mingwei Wang, Jiangang Chen, Tao Tan

Proceedings of the 5th International Conference on Computer Science and Software Engineering, 2022