Dental AI Reviewer / Clinical Dental SME / Endodontic Reviewer (AI output validation, treatment appropriateness assessment, reviewer calibration)
Performed reviewer-style clinical evaluations to validate AI outputs for endodontic radiographic interpretation and case assessment. Applied calibration-oriented reasoning to judge diagnostic consistency, treatment appropriateness, and overtreatment risk in complex dental scenarios. Supported QA and reviewer calibration by standardizing clinical criteria for pulpal and periapical pathology evaluation and retreatment decision-making.• Reviewed and validated AI-generated findings against clinical and radiographic evidence (IOPA/OPG/CBCT correlation).• Assessed endodontic diagnosis and retreatment assessment results for alignment with expected pathology patterns.• Evaluated treatment plan appropriateness, including conservative biologic treatment planning.• Contributed to calibration/QA processes by applying consistent reviewer criteria across cases.