A deep learning model adjusting for infant gender, age, height, and weight to determine whether the individual infant suit ultrasound examination of developmental dysplasia of the hip (DDH).

Journal: Frontiers in pediatrics
Published Date: Nov 16, 2023

Abstract

OBJECTIVE: To examine the correlation between specific indicators and the quality of hip joint ultrasound images in infants and determine whether the individual infant suit ultrasound examination for developmental dysplasia of the hip (DDH).

Authors

  • Xiaoyi Chen
    Department of Ultrasound, Shenzhen Children's Hospital of China Medical University, Shenzhen, China.
  • Shuangshuang Zhang
    Department of Ultrasound, Shenzhen Children's Hospital of China Medical University, Shenzhen, China.
  • Wei Shi
    Department of Orthopedics, Shenzhen Pediatrics Institute of Shantou University Medical College, Shenzhen, China.
  • Dechao Wu
    Department of Orthopedics, Shenzhen Pediatrics Institute of Shantou University Medical College, Shenzhen, China.
  • Bingxuan Huang
    Department of Ultrasound, Shenzhen Pediatrics Institute of Shantou University Medical College, Shenzhen, China.
  • Hongwei Tao
    Department of Ultrasound, Shenzhen Pediatrics Institute of Shantou University Medical College, Shenzhen, China.
  • Xuezhi He
    Department of Ultrasound, Shenzhen Pediatrics Institute of Shantou University Medical College, Shenzhen, China.
  • Na Xu
    Department of Ultrasound, Shenzhen Children's Hospital of China Medical University, Shenzhen, China.

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