Shuyue Xia

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 7

Top Topics

Convolutional Neural Networks

Multiple Instance

Top Venues

Artif. Intell. Medicine

Biomed. Signal Process. Control.

Int. J. Mach. Learn. Cybern.

Publications

Yanan Wu, Ran Du, Jie Feng, Shouliang Qi, Haowen Pang, Shuyue Xia, Wei Qian
Deep CNN for COPD identification by Multi-View snapshot integration of 3D airway tree and lung field. Biomed. Signal Process. Control. 79 (Part) (2023)
Yanan Wu, Shuiqing Zhao, Shouliang Qi, Jie Feng, Haowen Pang, Runsheng Chang, Long Bai, Mengqi Li, Shuyue Xia, Wei Qian, Hongliang Ren
Two-stage contextual transformer-based convolutional neural network for airway extraction from CT images. Artif. Intell. Medicine 143 (2023)
Yanan Wu, Shuiqing Zhao, Shouliang Qi, Jie Feng, Haowen Pang, Runsheng Chang, Long Bai, Mengqi Li, Shuyue Xia, Wei Qian, Hongliang Ren
Two-stage Contextual Transformer-based Convolutional Neural Network for Airway Extraction from CT Images. CoRR (2022)
Qianqian Qi, Shouliang Qi, Yanan Wu, Chen Li, Bin Tian, Shuyue Xia, Jigang Ren, Liming Yang, Hanlin Wang, Hui Yu
Fully automatic pipeline of convolutional neural networks and capsule networks to distinguish COVID-19 from community-acquired pneumonia via CT images. Comput. Biol. Medicine 141 (2022)
Shouliang Qi, Caiwen Xu, Chen Li, Bin Tian, Shuyue Xia, Jigang Ren, Liming Yang, Hanlin Wang, Hui Yu
DR-MIL: deep represented multiple instance learning distinguishes COVID-19 from community-acquired pneumonia in CT images. Comput. Methods Programs Biomed. 211 (2021)
Qiang Li, Lei Chen, Xiangju Li, Xiaofeng Lv, Shuyue Xia, Yan Kang
PRF-RW: a progressive random forest-based random walk approach for interactive semi-automated pulmonary lobes segmentation. Int. J. Mach. Learn. Cybern. 11 (10) (2020)
Ran Du, Shouliang Qi, Jie Feng, Shuyue Xia, Yan Kang, Wei Qian, Yu-Dong Yao
Identification of COPD From Multi-View Snapshots of 3D Lung Airway Tree via Deep CNN. IEEE Access 8 (2020)