Prediction of Medication-Related Osteonecrosis of the Jaw in Patients Receiving Antiresorptive Therapy Using Machine Learning Models.

Journal: Journal of oral and maxillofacial surgery : official journal of the American Association of Oral and Maxillofacial Surgeons
PMID:

Abstract

BACKGROUND: Medication-related osteonecrosis of the jaw (MRONJ) is a serious complication associated with the use of antiresorptive agents, impacting patient quality of life and treatment outcomes. Predictive modeling may aid in a better understanding of MRONJ development.

Authors

  • Kritsasith Warin
    Division of Oral and Maxillofacial Surgery, Faculty of Dentistry, Thammasat University, Pathum Thani, Thailand.
  • Sirasit Lochanachit
    Lecturer, School of Information Technology, King Mongkut's Institute of Technology Ladkrabang, Bangkok, Thailand.
  • Praphan Pavarangkoon
    Assistant Professor, School of Information Technology, King Mongkut's Institute of Technology Ladkrabang, Bangkok, Thailand.
  • Engkarat Techapanurak
    Independent Researcher.
  • Rachasak Somyanonthanakul
    College of Digital Innovation Technology, Rangsit University, Pathum Thani, Thailand.