公开(公告)号：US20240320382A1

公开(公告)日：2024-09-26

申请号：US18618192

申请日：2024-03-27

Applicant: SOLVENTUM INTELLECTUAL PROPERTIES COMPANY

Inventor： Jonathan D. Gandrud ,  Cameron M. Fabbri ,  Joseph C. Dingeldein ,  James D. Hansen ,  Benjamin D. Zimmer

IPC: G06F30/10 ,  A61C13/00 ,  A61C13/34 ,  G06T17/20

CPC classification number: G06F30/10 ,  A61C13/0004 ,  A61C13/34 ,  G06T17/20

Abstract: Techniques are described for automating the design of dental restoration appliances using machine learning models. An example computing device receives transform information associated with a current dental anatomy of a dental restoration patient, provides the transform information associated with the current dental anatomy of the dental restoration patient as input to a machine learning model trained with transform information indicating placement of a dental appliance component with respect to one or more teeth of corresponding dental anatomies, the dental appliance being used for dental restoration treatment for the one or more teeth, and executes the machine learning model using the input to produce placement information for the dental appliance component with respect to the current dental anatomy of the dental restoration patient.