Periodontal bone loss analysis via keypoint detection with heuristic post-processing

Puntos clave

• To develop a framework for assessing periodontal bone loss that is clinically interpretable and efficient.
• Utilized keypoint detection for bone loss analysis.
• Implemented heuristic post-processing techniques for enhanced interpretation.
• Evaluated diagnostic variability in bone loss assessments.
• Reduced diagnostic variability in periodontal assessments.
• Decreased clinician workload associated with manual evaluations.
• Demonstrated feasibility for clinical application.