Zhihua Tian

M.S. Candidate in Operations Research and Cybernetics · Nankai University

Zhihua Tian portrait

AI4Healthcare · Computer Vision · Large Language Models

M.S. in Operations Research and Cybernetics
Nankai University

B.S. in Computer Science and Technology
Hangzhou Dianzi University

My research focuses on building clinically meaningful AI systems for movement disorder assessment, with particular interest in Parkinson’s disease analysis from smartphone videos and sequential human motion features.

I work on problems where robustness, interpretability, and reproducibility matter as much as raw accuracy, especially when the final system is meant to survive contact with real clinical workflows.

selected publications

  1. CBS
    IMU2SKE: Hierarchical Contrastive Learning-Empowered Video-Based Detection of Freezing of Gait in Parkinson's Disease
    Zhihua Tian , Yanwei Zhao , Jianda Han , Weiguang Huo
    In IEEE CBS, 2025
  2. NPJ
    Deep learning-enabled accurate assessment of gait impairments in Parkinson's disease using smartphone videos
    Jianda Han , Zhihua Tian , Jialing Wu , Kai Zhang , Shaohua Li , Fahd Baig , Peipei Liu , Ravi Vaidyanathan , Francesca Morgante , Weiguang Huo
    npj Digital Medicine, 2025

projects