My name is Zhao Lei. I obtained my Ph.D. degree in Computer Science and Technology in 2024. I am very fortunate to be advised by Prof. Xiangke Liao and Prof. Kenli Li of Intelligent Ultrasound Lab, Hunan University. My research interests are mainly about image-based intelligent assistance for ultrasound scanning.

Publications

[1] Lei Zhao, Guanghua Tan, Bin Pu, Qianghui Wu, Hongliang Ren, Kenli Li. TransFSM: Fetal Anatomy Segmentation and Biometric Measurement in Ultrasound Images Using a Hybrid Transformer. IEEE Journal of Biomedical And Health Informatics，2023, doi: 10.1109/JBHI.2023.3328954. Paper Link

[2] Lei Zhao, Guanghua Tan, Qianghui Wu, Bin Pu, Hongliang Ren, Shengli Li, Kenli Li. FARN: Fetal Anatomy Reasoning Network for Detection with Global Context Semantic and Local Topology Relationship. IEEE Journal of Biomedical And Health Informatics. 2024, doi: 10.1109/JBHI.2024.3392531. Paper Link

[3] Lei Zhao, Kenli Li, Bin Pu, Jianguo Chen, Shengli Li, Xiangke Liao. An ultrasound standard plane detection model of fetal head based on multi-task learning and hybrid knowledge graph，Future Generation Computer Systems, 2022, 135: 234-243. Paper Link

[4] Lei Zhao, Ningshu Li, Guanghua Tan, Jianguo Chen, Shengli Li, Mingxing Duan. The End-to-end Fetal Head Circumference Detection and Estimation in Ultrasound Images. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2022, doi: 10.1109/TCBB.2022.3227037. Paper Link

[5] Lei Zhao, Peng Qiao, Yong Dou. Recommending the most confusing images to the annotators via confusion graph for the large-scale face dataset annotation. Eleventh International Conference on Graphics and Image Processing (ICGIP 2019). SPIE, 2020, 11373: 21-28. Paper Link

[6] Lei Zhao, Peng Qiao, Yong Dou. Aircraft Segmentation Based On Deep Learning framework: from extreme points to remote sensing image segmentation. 2019 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE, 2019: 1362-1366. Paper Link

[7] Yan Kang, Yancong Yuan, Bin Pub, Yun Yang, Lei Zhao, and Jing Guo. HICL: Hierarchical intent contrastive learning for sequential recommendation[J]. Expert Systems with Applications, 2024: 123886. Paper Link

[8] Lailu Li, Lei Zhao, Rayan Hassan, Hongliang Ren. Review on Wearable System for Positioning Ultrasound Scanner. Machines, 2023, 11(3): 325. Paper Link

Awards

03/2024 Outstanding PhD graduate of Hunan University

12/2022 Huawei Scholarship

10/2022 Excellent doctoral candidate of Hunan University

09/2021 Hunan Province “Internet +” competition provincial (second prize)

10/2019 Outstanding student of National University of Defense Technology

07/2018 China Graduate Electronic Design Competition (second prize)

10/2017 National University of Defense Technology Freshman Scholarship

12/2015 China Undergraduate Mathematical Contest in Modeling (second prize)

10/2015 China Robot RoboCup Open Martial Arts Arena Competition (frist prize)

09/2015 National College Internet of Things Application Innovation Competition (second prize)

07/2015 International Underwater Robot Competition (second prize)

For more info

If there is a willingness to collaborate, please contact via email at zhaolei@hnu.edu.cn or zhaolei.nudt.17@gmail.com. We welcome collaboration and learning opportunities for all.