Performance of the model on a new set of images for classifying the primary molars based on the pulp involvement.
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posted on 2025-04-08, 17:32 authored by Aydin Sohrabi, Nazila Ameli, Masoud Mirimoghaddam, Yuli Berlin-Broner, Hollis Lai, Maryam Amin<p>Performance of the model on a new set of images for classifying the primary molars based on the pulp involvement.</p>
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- 1. DOI - Is supplement to Deep learning-based assessment of pulp involvement in primary molars using YOLO v8
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upper primary molarslower primary molarsintegrate heat mapsimprove informed consentclassify 2 categoriescarious primary molarsalberta dental clinic900 children treatedpulp management techniquespromising cnn modelmodel &# 8217lower primary teethcls model achieveddiagnosing pulp involvementassessing pulp involvementinclude clinical variablesevaluated using topdata augmentation applied5 accuracy metricspulp involvement482 teethclinical diagnosesclinical chartsclinical applicationtest setsstudy developedstudy aimedsignificantly improvedshowing promisepediatric dentistrymachine learninglabeled basedfuture researchdiagnostic methodsdespite advancesdeep learningclassification layersbitewing radiographsbased assessment
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