Pediatric Maxillofacial Trauma: Machine Learning Based Predictive Modeling to Identify Trauma Patterns.

Journal: Dental traumatology : official publication of International Association for Dental Traumatology
Published Date: Jun 13, 2025

Abstract

AIM: To analyze the characteristics of pediatric facial trauma and predict factors influencing them through machine learning algorithms.

Authors

  • Elsy Antony
    Department of Pediatric and Preventive Dentistry, Dr. Ziauddin Ahmad Dental College, Aligarh Muslim University, Aligarh, India.
  • Saima Yunus Khan
    Department of Pediatric and Preventive Dentistry, Dr. Ziauddin Ahmad Dental College, Aligarh Muslim University, Aligarh, India.
  • Md Kalim Ansari
    Department of Oral and Maxillofacial Surgery, Dr. Ziauddin Ahmad Dental College, Aligarh Muslim University, Aligarh, India.
  • Divya Sanjay Sharma
    Department of Pediatric and Preventive Dentistry, Dr. Ziauddin Ahmad Dental College, Aligarh Muslim University, Aligarh, India.
  • Manoj Kumar Sharma

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