SELECTED PUBLICATIONS

Please see my full publication list from HERE or my Google Scholar

[1] Shenhai Zheng, Qiuyu Sun, Xin Ye, Weisheng Li, Lei Yu, Chaohui Yang, Multi-scale adversarial learning with difficult region supervision learning models for primary tumor segmentation. Physics in Medicine & Biology, 69 (2024) 085009. (code)

[2] Laquan Li, Haiguo Zhao, Hong Wang, Weisheng Li, Shenhai Zheng, Automatic Abdominal Segmentation using Novel 3D Self-Adjustable Organ Aware Deep Network in CT Images. Biomedical Signal Processing and Control, 2023, 84: 104691. (code)

[3] Ruihao Wang, Jiaxin Tan, Laquan Li, Shenhai Zheng. Abdominal Multi-organ Localization with Adaptive Random Forest in CT Images. International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery, July 30-August 1, 2022, Fuzhou, China.

[4] Shenhai Zheng, Jiaxin Tan, Chuangbo Jiang, Weisheng Li, Laquan Li. L2-Norm Scaled Transformer for 3D Head and Neck Primary Tumors Segmentation in PET-CT. International Conference on Systems, Man, and Cybernetics, October 9-12, 2022, Clarion Congress Hotel Prague, Czech Republic.

[5] Jiaxin Tan, Chuangbo Jiang, Laquan Li, Haoyuan Li, Weisheng Li, Shenhai Zheng. msFormer: Adaptive Multi-Modality 3D Transformer for Medical Image Segmentation. Chinese Conference on Pattern Recognition and Computer Vision, November 4-7, 2022, Shenzhen, China.

[6] Shenhai Zheng, Haiguo Zhao, Hong Wang, Laquan Li. A 3D Self-Adjustable Organ Aware Deep Network for Abdominal Segmentation in CT Images. International Conference on Graphics and Image Processing, October 21-23, 2022, Nanjing, China.

[7] Shenhai Zheng, Xin Ye, Jiaxin Tan, Yifei Yang, Laquan Li. Dual-Attention Deep Fusion Network for Multi-modal Medical Image Segmentation. International Conference on Graphics and Image Processing, October 21-23, 2022, Nanjing, China.

[8] Shenhai Zheng and Qiuyu Sun and Xin Ye and Weisheng Li and Laquan Li. Multi-Scale Adversarial Learning and Difficult Supervision for Kidney and Kidney Tumor Segmentation. 33rd British Machine Vision Conference 2022, London, UK, November 21-24, 2022.

[9] Chuangbo Jiang, Shenhai Zheng, Laquan Li: PET/CT Co-Segmentation Based on Hybrid Active Contour Model. ICIP 2022: 4143-4147.

[10] Lifang Zhou, Xueyuan Deng, Weisheng Li, Shenhai Zheng, Bangjun Lei: A contour-aware feature-merged network for liver segmentation based on shape prior knowledge. Neurocomputing 457: 389-399 (2021)

[11] Shenhai Zheng, Jiaxin Tan, Chuangbo Jiang, Laquan Li1, Automated multi-modal Transformer network (AMTNet) for 3D medical images segmentation. Physics in Medicine & Biology 68 (2023) 025014.

[12] Laquan Li, Haiguo Zhao, Hong Wang, Weisheng Li, Shenhai Zheng, Automatic Abdominal Segmentation using Novel 3D Self-Adjustable Organ Aware Deep Network in CT Images. Biomedical Signal Processing and Control. 2023(84): 104691.

See some of my recent work

Research

We have been working on the following research topics

Image segmentation

(1) Asymmetric Adaptive Heterogeneous Network for Multi-Modality Medical Image Segmentation

Federated Learning

Efficient Communication Federated Self-Distillation Method for Medical Image Segmentation

Sed amet ornare

Ornare nulla proin odio consequat.

Get in touch with me

Here are the students of our team

Welcome to join us!!!

Jiaxin Tan(谭佳欣)

Bachelor's Degree: Information Science and Technology from CDUT, 2016-2020
Master's Degree: College of Computer Science and Technology from CQUPT, 2020-2023
Research area: Computer vision, Medical image analysis
Technical ability: Java, Python
Graduate destination: 长安汽车
Email: tanjiaxin216@163.com

Pengwei Liu (刘鹏威)

Bachelor's Degree: Computer science from Sichuan Agricultural University, 2016-2020
Master's Degree: College of Computer Science and Technology from CQUPT, 2020-2023
Research area: Computer vision, Video Instance Segmentation
Technical ability: Java, Python
Graduate destination: 华为
Email: lpw.liu@qq.com

Ruihao Wang(王瑞浩)

Bachelor's Degree: Computer science from Shaoxing University, 2015-2019
Master's Degree: College of Computer Science and Technology from CQUPT, 2020-2023
Research area: Computer vision, Medical image analysis
Technical ability: JavaScript, Python
Graduate destination: 中国农业银行盐城分行
Email: 49809482@qq.com

Qiuyu Sun(孙秋玉)

Bachelor's Degree: Computer Science and Technology from Wuhan Institute of Technology, 2016-2020
Master's Degree: College of Computer Science and Technology from CQUPT, 2021-2024
Research area: Computer vision, Medical image analysis
Technical ability: Java, Python
Graduate destination: 中国电信
Email: sunqiuyuoo@163.com

Xin Ye(叶鑫)

Bachelor's Degree: Computer Science and Technology from East China University of Technology, 2017-2021
Master's Degree: College of Computer Science and Technology from CQUPT, 2021-2024
Research area: Computer vision, Medical image analysis
Technical ability: Java, Python
Graduate destination: 中移信息技术有限公司
Email: yexin990905@163.com

Haiguo Zhao(赵海国)

Bachelor's Degree: Mining Engineering from Taiyuan University of Technology, 2016-2020
Master's Degree: College of Computer Science and Technology from CQUPT, 2021-2024
Research area: Computer vision, Medical image segmentation
Technical ability: Python
Graduate destination: 安克创新科技股份有限公司
Email: 3191714158@qq.com

Jianfei Li(李建飞)

Bachelor's Degree: Computer science from Chongqing University of Technology, 2016-2020
Master's Degree: College of Computer Science and Technology from CQUPT, 2022-2025
Research area: Computer vision, Medical image diagnose
Technical ability: Go, Python
Graduate destination:
Email: S220231045@stu.cqupt.edu.cn

Haihan Xu(徐海涵)

Bachelor's Degree: Information security from Chongqing University of Posts and Telecommunications, 2018-2022
Master's Degree: College of Computer Science and Technology from CQUPT, 2022-2025
Research area: Computer vision, Blockchain
Technical ability: Go, Python
Graduate destination:
Email: 1337476737@qq.com

Qing Chen(陈清)

Bachelor's Degree: Information and Computing science from Chongqing Jiaotong University, 2017-2021
Master's Degree: College of Computer Science and Technology from CQUPT, 2022-2025
Research area: Computer vision, Blockchain
Technical ability: Go, Python
Graduate destination:
Email: S220201013@stu.cqupt.edu.cn

Sian Wen(温思安)

Bachelor's Degree: Internet of Things Engineering from Chongqing University of Posts and Telecommunications, 2019-2023
Master's Degree: Computer Science and Technology from CQUPT, 2023-2026
Research area: Federated Learning, Blockchain
Technical ability: Java, Python
Graduate destination:
Email: S230201114@stu.cqupt.edu.cn

CongYu Li(李从宇)

Bachelor's Degree: Internet of Things Engineering from CQUPT, 2019-2023
Master's Degree: Computer Science and Technology from CQUPT, 2023-2026
Research area: Federated Learning, Blockchain
Technical ability: Java, Python
Graduate destination:
Email: 34083314@qq.com

Yuechuan Huang(黄越川)

Bachelor's Degree: Computer science and technology from CQUPT,2019-2023
Master's Degree: Computer Science and Technology from CQUPT, 2023-2026
Research area: Blockchain technology
Technical ability: Java
Graduate destination:
Email: s230231045@stu.cqupt.edu.cn

Xiaoxuan Liu(刘小暄)

Bachelor's Degree: Computer science and technology from CQUPT,2019-2023
Master's Degree: Computer Science and Technology from CQUPT, 2023-2026
Research area: Image processing
Technical ability: JJava, C
Graduate destination:
Email: S230231073@stu.cqupt.edu.cn

Xi Gao(高茜)

Bachelor's Degree: Data Science and Big Data Technology from Chengdu University of information technology , 2019-2023
Master's Degree: Artificial Intelligence from CQUPT, 2023-2026
Research area: Multimodal learning and Image segmentation
Technical ability: Java, Python
Graduate destination:
Email: 2804279954@qq.com

Huayu Yang(杨华宇)

Bachelor's Degree: Oil and gas storage and transportation from Southwest Petroleum University.2018-2022
Master's Degree: Artificial Intelligence from CQUPT, 2023-2026
Research area: Medical image segmentation
Technical ability: Java, Python
Graduate destination:
Email: s230231145@stu.cqupt.edu.cn