Research on Establishment Objective Evaluation System of Facial Paralysis Based on Facial Pattern Characteristics.

Journal: The Journal of craniofacial surgery
Published Date: Jul 7, 2025

Abstract

BACKGROUND: Facial paralysis severely impacts patients' quality of life, yet current assessment methods remain subjective, inconsistent, and inefficient. Conventional tools like FACE-gram rely on manual facial landmark identification, which limits accuracy and reproducibility in clinical evaluations.

Authors

  • Yu-Lu Zhou
    Department of Plastic and Reconstructive Surgery, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine.
  • Zhi-Jie Zhang
    Department of Automation, Shanghai Jiao Tong University, Shanghai, China.
  • Hao Ma
    College of Chemical Engineering, Guangdong University of Petrochemical Technology, Maoming 525000, China. thma@gdupt.edu.cn.
  • De-Yuan Qu
    Department of Automation, Shanghai Jiao Tong University, Shanghai, China.
  • Gang Chen
    Department of Orthopedics, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
  • Wei Ding
    Division of Stem Cell and Tissue Engineering, Regenerative Medicine Research Center, West China Hospital, Sichuan University, Chengdu Sichuan, 610041, P.R.China.
  • Wen-Bin Dai
    Department of Automation, Shanghai Jiao Tong University, Shanghai, China.
  • Wei Wang
    State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macau 999078, China.
  • Wen-Jin Wang
    Department of Biomedical Engineering, Southern University of Science and Technology, Shenzhen, 518055, Guangdong, China. wangwj3@sustech.edu.cn.

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