Article

Explainable Deep Learning Framework for Periodontal Diagnosis in Dental Imaging

2025-10-01

Abstract excerpt

<title>Abstract</title> <p>Periodontal disease is a chronic inflammatory condition impacting tooth-supporting structures. Early detection via radiographic analysis is essential to prevent progression and tooth loss. However, radiograph interpretation remains subjective and reliant on clinical expertise. This study presents an automated diagnostic framework using a Convolutional Neural Network (CNN) combined with...

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Literature Corpus work: 87cd5266-3bf0-5592-ae98-7b00b84b999c
DOI: 10.21203/rs.3.rs-7458110/v1

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