Systems and Methods for Dental Treatment Utilizing Mixed Reality and Deep Learning

Methods and systems of the present disclosure are directed to providing dental treatment utilizing a mixed reality device. A patient's physical arch is scanned to produce a virtual arch that is then rendered in a computing environment for analysis and manipulation. Virtual targets, e.g., brackets, implants, etc., and/or a grid, are applied to the virtual arch to produce a virtual dental treatment template. The virtual dental treatment template is rendered in the mixed reality device and aligned the template with the physical arch of the patient in the mixed reality device. A practitioner is thus provided with this template and the patient within the same field of view, so that installation of dental apparatus can be simply a matter of aligning physical dental apparatus with the corresponding virtual dental apparatus. Positioning of the virtual target on the virtual arch and/or alignment of the virtual dental treatment template on the physical arch can be performed automatically via deep learning, Support Vector Machines, Decision Trees, etc. with the relevant data sets.