Biography
Yipei Wang is a DPhil. student in the Department of Engineering Science at University of Oxford, supervised by Prof. J. Alison Noble and became a member of the PULSE team in 2018. She obtained her Master’s degree of Engineering majored in Biomedical Engineering from Beihang University, China in 2018 and a Bachelor’s Degree of Engineering majored in Information Security at Chongqing University China, in 2015. Her research is mainly focused on using deep learning methods to assist sonographer training and skill assessment.
Research Interests
- Medical Image Analysis
- Deep Learning
- Fetal Ultrasound
- Skill Assessment
Research Groups
Related Academics
Awards and Prizes
NDI Best Paper Honorary Mention at the 13th International Conference on Information Processing in Computer-Assisted Interventions, 2022.
Key Papers
Wang, Y., Yang, Q., Drukker, L., Papageorghiou, A., Hu, Y., & Noble, J. A., Task model-specific operator skill assessment in routine fetal ultrasound scanning. International Journal of Computer Assisted Radiology and Surgery, vol. 17, no. 8, pp. 1437–1444, 2022
Wang, Y., Droste, R., Jiao, J., Sharma, H., Drukker, L., Papageorghiou, A. T., & Noble, J. A., Differentiating operator skill during routine fetal ultrasound scanning using probe motion tracking. in Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis: First International Workshop, ASMUS 2020, and 5th International Workshop, PIPPI 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings 1. Springer, 2020, pp. 180–188.
