Machine Learning Architecture for Imaging Protocol Detector

    公开(公告)号:US20230048895A1

    公开(公告)日:2023-02-16

    申请号:US17858734

    申请日:2022-07-06

    摘要: Systems and methods disclosed herein use a first machine learning architecture and a second machine learning architecture where the first machine learning architecture executes on a first processor and receives a first image representing a mouth of a user, determines user feedback for outputting to the user based on a first machine learning model, and outputs the user feedback for capturing a second image representing the mouth of the user. The second machine learning architecture executes on a second processor and receives the first image and the second image, and generates a 3D model of at least a portion of a dental arch of the user based on the first image and the second image where the 3D model is generated based on a second machine learning model of the second machine learning architecture.

    Systems and Methods for Constructing a Three-Dimensional Model From Two-Dimensional Images

    公开(公告)号:US20220327774A1

    公开(公告)日:2022-10-13

    申请号:US17850146

    申请日:2022-06-27

    摘要: A system includes one or more processors coupled to a non-transitory memory, where the one or more processors are configured to generate, using a training set comprising one or more two-dimensional (2D) training images of a dental arch and a three-dimensional (3D) dental arch model, a machine-learning model configured to generate 3D models of dental arches from 2D images of the dental arches, receive one or more 2D images of a dental arch of a user obtained by a user device of the user, and execute the machine-learning model using the one or more 2D images as input to generate a 3D model of the dental arch of the user.

    Systems and methods for shearing adjustment of a dental aligner cutting tool

    公开(公告)号:US11429080B2

    公开(公告)日:2022-08-30

    申请号:US16671818

    申请日:2019-11-01

    发明人: Tuan Do Ian Kitching

    摘要: A system for adjusting a cutting tool includes a cutting system having a cutting tool configured to cut material thermoformed to a dental model. The cutting system is configured to determine, based on a cut line generated for the cutting tool to cut a dental aligner from the material thermoformed onto the dental model, that the cutting tool is incapable of following the cut line. The cutting system is configured to adjust a position of the cutting tool with respect to the cut line so the cutting tool is capable of following the cut line.

    Arrangements for remote orthodontic treatment

    公开(公告)号:US11382718B2

    公开(公告)日:2022-07-12

    申请号:US16047623

    申请日:2018-07-27

    摘要: Systems and methods of remote orthodontic treatment include receiving a plurality of images from a customer where the plurality of images represent teeth of the customer, receiving a first approval from a staff computing device where the first approval is indicative of a staff user approving the plurality of images for assessment by a dental professional, receiving a second approval from a provider computing device where the second approval is indicative of the provider approving a fitness of the customer for treatment, generating, in response to receiving the second approval, a treatment plan including a series of steps to reposition at least one tooth of the teeth of the customer, and manufacturing one or more aligners based at least in part on the treatment plan where the aligners are specific to the customer and are configured to reposition the at least one tooth of the teeth of the customer.

    Systems and methods for trimming dental aligners

    公开(公告)号:US11273009B2

    公开(公告)日:2022-03-15

    申请号:US17181929

    申请日:2021-02-22

    摘要: Systems and methods for trimming dental aligners include a cut line system for identifying a first point and a second point based on a line around tooth (LAT) for a tooth of a model representative of a dentition of a user, where the first point is disposed on a tooth-gingiva interface of the tooth. The cut line system defines a cut plane at a distance from the first point toward the second point, where the cut plane intersects a line between the first point and the second point, identifies a plurality of points on the LAT based on the cut plane, defines a cut line based on the plurality of points on the LAT and the first point, and controls a cutting system to cut the dental aligner along the cut line.

    Case for dental appliances
    90.
    发明授权

    公开(公告)号:US11257349B2

    公开(公告)日:2022-02-22

    申请号:US17020194

    申请日:2020-09-14

    摘要: A storage case for a dental appliance includes a storage portion, a cover, and a location device. The storage portion includes a compartment that is configured to store a dental appliance of a user. The cover is coupled to the storage portion and configured to selectively move between an open position and closed position. The cover permits access to the compartment when in the open position and restricts access to the compartment when in the closed position. The location device includes a communications device and a speaker. The speaker is configured to generate a sound based on the communications device receiving a signal from a mobile device of the user.