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Evaluating Diagnocat AI: Accuracy in Detecting Periapical Radiolucencies on CBCT Scans of Molars

MedXY Editorial TeamSep 14, 2025
artificial intelligence

Highlight

  • The AI platform Diagnocat showed high sensitivity (up to 93.9%) in detecting periapical radiolucencies (PARLs) in CBCT scans of non-root-filled molars.
  • Specificity was moderate, indicating potential for overdiagnosis, particularly in postoperative scans.
  • Post-root canal treatment scans demonstrated significantly reduced positive predictive value (PPV) and F1 scores, suggesting diagnostic challenges post-treatment.
  • The findings emphasize the complementary role of AI tools with expert human evaluation in endodontic diagnosis.

Study Background and Disease Burden

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This article was created using several editorial tools, including AI, as part of the process. Human editors reviewed this content before publication.

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