Felicia Miranda, Vishakha Choudhari, Selene Barone, Luc Anchling, Nathan Hutin, Marcela Gurgel, Najla Al Turkestani, Marilia Yatabe, Jonas Bianchi, Aron Aliaga-Del Castillo, Paulo Zupelari-Gonçalves, Sean Edwards, Daniela Garib, Lucia Cevidanes, Juan Prieto
Cleft lip and/or palate (CLP) is the most common congenital craniofacial anomaly and requires bone grafting of the alveolar cleft. This study aimed to develop a novel classification algorithm to assess the severity of alveolar bone defects in patients with CLP using three-dimensional (3D) surface models and to demonstrate through an interpretable artificial intelligence (AI)-based algorithm the decisions provided by the classifier. Cone-beam computed tomography scans of 194 patients with CLP were used to train and test the performance of an automatic classification of the severity of alveolar bone defect...
September 22, 2023: Scientific Reports