Jadier Wong Silva

Artificial intelligence has been applied in dentistry in Latin America, primarily in imaging-based diagnosis, risk prediction, and clinical decision support. Available studies, largely concentrated in Brazil, employ architectures such as convolutional neural networks, YOLO-based detectors, and machine learning models including XGBoost.

Artificial intelligence has emerged as a valuable tool in dental implantology, with applications focused on implant type recognition, the prediction of clinical success, and design optimization through integration with biomechanical models. Systems based on machine learning and deep learning enable the analysis of radiographic images and clinical variables to generate results that support decision-making.

Introduction: Acute herpetic gingivostomatitis (AHGE) is the most common clinical manifestation of primary herpes simplex virus type 1, infection. It is a childhood disease, more frequent in infants and children under 6 years of age.