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Author

Luigi Nibali

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#artificial intelligence Open access Oct 2026

Accuracy of transfer learning in predicting peri-implantitis onset from intraoral radiograph: A multi-center longitudinal retrospective study

The growing application of artificial intelligence in dentistry has opened new opportunities for predicting peri-implantitis (PI) using convolutional neural networks (CNNs). Transfer learning, where knowledge from a model pre-trained on a large dataset is adapted to a new, domain-specific task, may enhance performance,...

M. Saleh, Luigi Nibali, A. Alrmali et al. · 0 citations
Open access Aug 2026

Can Artificial Intelligence Match Human Expertise in Long-Term Periodontal Prognosis? A Comparative Accuracy Study.

AIM To compare the prognostic performance of an artificial intelligence (AI) model with that of experienced clinicians in predicting tooth loss over a 10-year period. MATERIALS AND METHODS An AI model trained on structured clinical and radiographic data was compared with 12 periodontists and 11 general dentists (GDs)...

Pablo Antonio López-Galindo, G. Troiano, M. Serroni et al. · 0 citations

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