Article

Calibration, explainability and spatial uncertainty for YOLO-based detection in panoramic dental radiography

2026-02-10

Abstract excerpt

<title>Abstract</title> <p>Reliable computer-aided analysis of dental panoramic radiographs requires more than high average precision: predicted probabilities must be well-calibrated, explanations should be stable and clinically meaningful, and spatial uncertainty around detections should be explicit. Using a public panoramic X-ray dataset annotated for four common dental conditions–cavity, filling, implant, and...

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Literature Corpus work: 41310689-2110-56c5-9b02-7b9474d266a1
DOI: 10.21203/rs.3.rs-8700851/v1

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