[A multi-feature fusion-based model for fetal orientation classification from intrapartum ultrasound videos].

Journal: Nan fang yi ke da xue xue bao = Journal of Southern Medical University
Published Date:

Abstract

OBJECTIVES: To construct an intelligent analysis model for classifying fetal orientation during intrapartum ultrasound videos based on multi-feature fusion.

Authors

  • Ziyu Zheng
    Department of Mathematical Sciences, University of Nottingham Ningbo, Ningbo, 315100, PR China. Electronic address: smyzz16@nottingham.edu.cn.
  • Xiaying Yang
    Department of Ultrasound, Second Affiliated Hospital of Fujian Medical University, Quanzhou 362000, China.
  • Shengjie Wu
    College of Engineering, Huaqiao University, Quanzhou 362021, China.
  • Shijie Zhang
    Department of Pharmacology, School of Basic Medical Sciences, Tianjin Medical University, Tianjin, China. shijie.zhang@tmu.edu.cn.
  • Guorong Lyu
    Department of Ultrasound, The Second Affiliated Hospital of Fujian Medical University, Quanzhou 362000, China.
  • Peizhong Liu
    College of Engineering, Huaqiao University, No. 269, Chenghua North Road, Quanzhou, 362021, Fujian, China. pzliu@hqu.edu.cn.
  • Jun Wang
    Department of Speech, Language, and Hearing Sciences and the Department of Neurology, The University of Texas at Austin, Austin, TX 78712, USA.
  • Shaozheng He
    Department of Ultrasound, The Second Affiliated Hospital of Fujian Medical University, Quanzhou 362000, China.