SYSTEM AND METHOD FOR AUGMENTED INTELLIGENCE IN DENTAL FILE SEGMENTATION

A computer-implemented system and method of generating two-dimensional (2D) descriptors for three-dimensional (3D) dental objects. The system comprises an indexed slicer to receive a mesh file of a dental object and slice the mesh into a plurality of slices, each slice comprising a cross-sectional boundary of the dental object and a radial encoder assigning an indexing centroid and measuring a plurality of rays from the indexing centroid to the cross-sectional boundary. The 3D mesh file can then be stored as a 2D descriptor matrix in a dental descriptor database. Dental objects can be searched in the descriptor database based on their 2D descriptor matrixes and matched to other similar dental objects, preferably in a graphical processing unit, for use in anomaly detection, diagnostics, and prosthetic design.