Publications

  1. 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
    * Equal contribution
    npj Digital Medicine, 2025 IF 15.1
    Source Code
  2. 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
    Source Code