Teeth segmentation and carious lesions segmentation in panoramic X-ray images using CariSeg, a networks’ ensemble (2024)

Heliyon Authors Andra Carmen Marginean, Sorana Mureșanu, M. Hedeșiu, L. Dioşan Abstract Background: Dental cavities are common oral diseases that can lead to pain, discomfort, and eventually, tooth loss. Early detection and treatment of cavities can prevent these negative consequences. We propose CariSeg, an intelligent system composed of four neural networks that result in…

Artificial intelligence models for clinical usage in dentistry with a focus on dentomaxillofacial CBCT: a systematic review (2022)

Oral Radiology/Springer Authors Sorana Mureșanu, O. Almășan, M. Hedeșiu, L. Dioşan, C. Dinu, R. Jacobs Abstract This study aimed at performing a systematic review of the literature on the application of artificial intelligence (AI) in dental and maxillofacial cone beam computed tomography (CBCT) and providing comprehensive descriptions of current technical innovations to assist future…