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.
Abstract
The proposed framework demonstrates the feasibility of clinically interpretable periodontal bone loss assessment, with the potential to reduce diagnostic variability and clinician workload.
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Periodontal bone loss analysis via keypoint detection with heuristic post-processing | Synapse