Development of a survey-based stacked ensemble predictive model for autonomy preferences in patients with periodontal disease.

Journal: Journal of dentistry
PMID: 39566713

Abstract

OBJECTIVES: This study aimed to develop a model to predict the autonomy preference (AP) and satisfaction after tooth extraction (STE) in patients with periodontal disease. Understanding of individual AP and STE is essential for improving patient satisfaction and promoting informed decision-making in periodontics.

Authors

  • So-Hae Oh
    Department of Periodontology, College of Dentistry and Institute of Oral Bioscience, Jeonbuk National University, Jeonju, Korea; Research Institute of Clinical Medicine of Jeonbuk National University-Biomedical Research Institute of Jeonbuk National University Hospital, Jeonju, Korea.
  • Jae-Hong Lee
    Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea.
  • Ji-Youn Hong
    Department of Periodontology, Periodontal-Implant Clinical Research Institute, School of Dentistry, Kyung Hee University, Seoul, Republic of Korea.
  • Ji-Young Jung
    Department of Periodontology, Research Institute for Periodontal Regeneration, College of Dentistry, Yonsei University, Seoul, Korea; Innovation Research and Support Center for Dental Science, Yonsei University Dental Hospital, Seoul, Korea.
  • Kyung-A Ko
    Department of Periodontology, Research Institute for Periodontal Regeneration, College of Dentistry, Yonsei University, Seoul, Korea; Innovation Research and Support Center for Dental Science, Yonsei University Dental Hospital, Seoul, Korea.
  • Jung-Seok Lee
    Department of Periodontology, Research Institute for Periodontal Regeneration, College of Dentistry, Yonsei University, Seoul, Korea; Innovation Research and Support Center for Dental Science, Yonsei University Dental Hospital, Seoul, Korea. Electronic address: cooldds@yuhs.ac.

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