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, particularly in human-centric medical video understanding.

Research Interests

Computer Vision: Human-Centric Medical Video Understanding, Few-Shot Segmentation
Machine Learning: Transfer Learning, Meta-Learning, Few-Shot Learning

News

[June 2025] One paper was early accepted to MICCAI 2025 (Top 9%).
[June 2024] One paper was accepted to MICCAI 2024.

Publications (*Equal contribution, †Corresponding author)

MICCAI

Pose as Clinical Prior: Learning Dual Representations for Scoliosis Screening

Zirui Zhou, Zizhao Peng, Dongyang Jin, Chao Fan, Fengwei An, Shiqi Yu†

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

PDF Code Project Page Early Accept

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