Interest
Artificial Intelligence for Healthcare
Education
Tsinghua University, Biomedical Engineering, Ph.D. Student, 2022 - Present
Shandong University, Computer Science and Technology, Bachelor of Engineering, 2018 – 2022
Publications
[1] Liu, Y.†, Zhao, K.†, Luo, L., Zhang, Z., Qian, Z., Jiang, C., … & Ji, J. (2025). Diagnosing pathologic myopia by identifying morphologic patterns using ultra widefield images with deep learning. NPJ Digital Medicine. DOI
[2] Liu, Y., Zhong, X., Zhai, S., Du, Z., Gao, Z., Huang, Q., … & Qin, P. (2023). Prompt-enhanced hierarchical transformer elevating cardiopulmonary resuscitation instruction via temporal action segmentation. Computers in biology and medicine. DOI
[3] Liu, Y.†, Lian, L.†, Zhang, E., Xu, L., Xiao, C., Zhong, X., … & Qin, P. (2022). Mixed-UNet: Refined class activation mapping for weakly-supervised semantic segmentation with multi-scale inference. Frontiers in Computer Science. DOI
Patent
Liu, Y., Zhong, X., Zhang, L., … & Qin, P. (2023). A novel action segmentation method for cardiopulmonary resuscitation videos via deep learning. CN202310272410.0
Awards and Titles
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National Scholarship of China, 2024
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Outstanding Graduate of Shandong Province, 2022
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National Scholarship of China, 2021
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National Scholarship of China, 2020
Activities
- Had an academic visit at University of Cambridge, University of Oxford, Imperial College London, and Cardiff University, 2025.10
- Delivered a speech as a student representative at the welcome meeting of iBHE, SIGS, Tsinghua University, 2025.9
- Had an academic visit at The Hong Kong University of Science and Technology, 2025.3
Contact
Contact this email if you are willing to collaborate: lyang22@mails.tsinghua.edu.cn