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The Impact of Digital Imaging Tools and Artificial Intelligence on Self-Reporte...

Dawa, Hossam; No-Cortes, Juliana; Peñarrocha-Diago, Miguel; Vicente, Henrique; Ribeiro, Carlos; Cortes, Arthur

Background: The integration of digital imaging tools in dentistry has transformed clin-ical workflows, diagnostic accuracy, and patient outcomes. However, less attention has been given to how these tools influence dentists’ self-reported outcomes, including clinical confidence, efficiency, perceived treatment quality, communication, and pro-fessional satisfaction. This article aimed at assessing AI-powered digi...


Integrating Generative Artificial Intelligence in Clinical Dentistry: Enhancing...

Dawa, Hossam; Cortes, Arthur; Ribeiro, Carlos; Neves, José; Vicente, Henrique

Generative artificial intelligence (GAI) is poised to transform clinical dentistry by enhancing diagnostic accuracy, personalizing treatment planning, and improving procedural precision. This study integrates logic programming and entropy within knowledge representation and reasoning to generate hypotheses, quantify uncertainty, and support clinical decisions. A six-month longitudinal questionnaire was administ...


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