Zirui Zhou | SUSTech, Shenzhen, China

About Me

I am a second-year PhD student in the Department of Computer Science and Engineering at Southern University of Science and Technology (SUSTech), Shenzhen, advised by Prof. Shiqi Yu. My research focuses on computer vision and machine learning for healthcare applications, particularly in vision-based human analysis.

Research Interests

Computer Vision: vision-based human analysis for healthcare applications, few-shot segmentation
Machine Learning: meta-learning, transfer learning, few-shot learning

News

[June. 2024] The first large-scale gait-based scoliosis screening benchmark ScoNet is accepted to MICCAI 2024.

Publications (*Equal contribution, †Corresponding author)

MICCAI

Gait Patterns as Biomarkers: A Video-Based Approach for Classifying Scoliosis

Zirui Zhou*, Junhao Liang*, Zizhao Peng, Chao Fan, Fengwei An, Shiqi Yu†

International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024.

PDF Code Project Page

Services

Conference Reviewers

International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2024, 2025