Login / Signup

Assessing the Use of Radiographs Alone to Determine Air Force Dental Readiness Classification.

Scott P IrwinJ Brett RyanRondre F BaluyotAida M Solivan-OrtizDavid K SchindlerJay D GraverKraig S Vandewalle
Published in: Military medicine (2024)
The study strongly cautions against relying solely on radiographs for determining the dental health of U.S. Air Force personnel. While providers effectively ruled out the absence of certain conditions, the challenge of positively identifying DRC 3 conditions poses significant risks to oral health if such a workflow was utilized. Particularly, the high probability of false negatives would be detrimental to the operational readiness of military personnel. Therefore, results support the continued use of radiographic and clinical examinations for comprehensive dental exams.
Keyphrases
  • oral health
  • healthcare
  • single molecule
  • public health
  • machine learning
  • human health
  • mental health
  • deep learning