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公开(公告)号:US20240227300A1
公开(公告)日:2024-07-11
申请号:US18407345
申请日:2024-01-08
Applicant: Align Technology, Inc.
Inventor: Viswanath Meenakshisundaram , Yuxiang Wang , Kangning Su , Shipin Qin , Siyi Liu , Chang Xu , Sudharshan Anandan , Xirui Peng
IPC: B29C64/386 , A61C13/20 , B29C64/40 , B33Y50/00
CPC classification number: B29C64/386 , A61C13/20 , B29C64/40 , B33Y50/00
Abstract: Methods and systems for generating support structures for additively manufactured objects are described herein. In some embodiments, a method includes receiving a digital representation of a dental appliance configured to implement a treatment stage of a treatment plan for a patient's teeth. The method can include generating a support structure arrangement configured to support the dental appliance during an additive manufacturing process. The support structure arrangement can be generated using a machine learning model. The machine learning model can be trained on a training data set including appliance data representing geometries of a plurality of dental appliances, support structure data representing geometries of a plurality of support structure arrangements, and outcome data representing outcomes of the additive manufacturing process for the plurality of dental appliances with the respective support structure arrangements.
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公开(公告)号:US11571279B2
公开(公告)日:2023-02-07
申请号:US16584788
申请日:2019-09-26
Applicant: Align Technology, Inc.
Inventor: Yuxiang Wang , Rohit Tanugula , Reza Shirazi Aghjari , Chunhua Li , Jun Sato , Luyao Cai , Kangning Su
IPC: A61C7/00 , G06F17/18 , G06N20/00 , A61C7/08 , G06F30/23 , G16H50/50 , G01N33/44 , B33Y80/00 , A61C9/00 , A61C13/34 , B29C33/38 , B29C51/30 , G06F30/27 , B29C73/00 , G06F30/20 , G06F119/18 , G06F113/22 , G06F111/10 , B33Y50/00 , B29L31/00
Abstract: Embodiments relate to an aligner breakage solution that tests probability of aligner breakage at weak points. A method includes gathering a digital model representing an aligner for a dental arch of a patient, receiving material property information for a material to be used to manufacture the aligner, and analyzing one or more regions of the aligner. Analyzing a region of the aligner comprises simulating application of a load around the region, determining at least one of a stress, a strain or a strain energy density at the region, evaluating a strength of the aligner at the region, and determining whether the region satisfies a damage criterion based on the strength of the aligner at the region.
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公开(公告)号:US12226281B2
公开(公告)日:2025-02-18
申请号:US17249253
申请日:2021-02-25
Applicant: ALIGN TECHNOLOGY, INC.
Inventor: Siobhan O'Leary , Peter Webber , Jun Sato , Crystal Tjhia , Jessica H. Schiltz , Jeremy Riley , Ken Wu , Kangning Su , Yuxiang Wang , Zhaonan Sun , Andrei Soldatov
Abstract: A dental attachment placement device comprises a plurality of articulated registration elements shaped for placement on a plurality of teeth, which can facilitate placement, accommodate tooth movement, and improve alignment of the registration elements with the teeth, so as to accurately position an attachment for placement. The plurality of registration elements may comprise one or more attachment supports and one or more retention supports extending from the plurality of registration elements. A dental attachment can be removably coupled to the attachment support. The plurality of registration elements and attachment supports may be located on opposing sides of one or more teeth in order to maintain placement prior to adhering the attachment to the tooth. In some embodiments, each of the plurality of registration elements comprises a tooth registration surface shaped to engage the tooth with a specific position and orientation for accurate positioning of the attachment.
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公开(公告)号:US20230255728A1
公开(公告)日:2023-08-17
申请号:US18306530
申请日:2023-04-25
Applicant: Align Technology, Inc.
Inventor: Yuxiang Wang , Andrew Jang , Bruce Cam , Rohit Tanugula , Chunhua Li , Jun Sato , Luyao Cai , Pavel Pokotilov , Kangning Su , John Y. Morton
Abstract: Methods for designing orthodontic appliances are provided. In some embodiments, a method includes receiving a treatment plan for a patient's dentition and generating an aligner model representing an aligner configured to implement a treatment stage of the treatment plan. The aligner model can include a thickness map having a thickness parameter for each location of the aligner model. The method can include adjusting the thickness map by using the aligner model to evaluate an outcome when the aligner is applied to the patient's dentition, and iteratively reducing the value of each thickness parameter of the thickness map based on the evaluation until a resulting thickness is determined for each thickness parameter. The method can also include providing instructions to manufacture the aligner based on the aligner model with the resulting thickness for each thickness parameter of the thickness map.
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公开(公告)号:US20250032216A1
公开(公告)日:2025-01-30
申请号:US18789329
申请日:2024-07-30
Applicant: Align Technology, Inc.
Inventor: Yuxiang Wang , Andrew Jang , Bruce Cam , Rohit Tanugula , Chunhua Li , Jun Sato , Luyao Cai , Pavel Pokotilov , Kangning Su , John Y. Morton
Abstract: Methods and systems for designing dental appliances are provided. In some embodiments, a method includes identifying one or more intended outcomes for one or more areas of a dental appliance, where the dental appliance is shaped to receive and engage with a person's dentition in accordance with a treatment plan; identifying one or more acceptability criteria for evaluating compliance with the one or more intended outcomes; obtaining an appliance model for the dental appliance, where the appliance model represents the one or more areas with one or more first physical properties conforming to the one or more acceptability criteria, and where the one or more first physical properties are different than one or more second physical properties outside the one or more areas; providing three-dimensional (3D) printing instructions to generate the dental appliance using the appliance model; and 3D printing the dental appliance using the 3D printing instructions.
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公开(公告)号:US11523881B2
公开(公告)日:2022-12-13
申请号:US16584791
申请日:2019-09-26
Applicant: Align Technology, Inc.
Inventor: Yuxiang Wang , Rohit Tanugula , Reza Shirazi Aghjari , Chunhua Li , Jun Sato , Luyao Cai , Kangning Su
IPC: A61C7/00 , G06F30/23 , B29C33/38 , B29C73/00 , G06F30/20 , G06F17/18 , G06N20/00 , A61C7/08 , G16H50/50 , G01N33/44 , B33Y80/00 , A61C9/00 , A61C13/34 , B29C51/30 , G06F30/27 , G06F119/18 , G06F113/22 , G06F111/10 , B33Y50/00 , B29L31/00
Abstract: Embodiments relate to an aligner breakage solution that tests progressive damage to an aligner. A method includes gathering a digital model representing an aligner for a dental arch of a patient, and simulating progressive damage to the aligner. Simulating progressive damage for a region of the aligner comprises simulating, using at least the digital model, a sequence of loads on the aligner, determining an amount of damage to the region of the aligner for each load, and after each simulation of a load on the aligner, updating the digital model based on the amount of damage to the region of the aligner. The method further includes determining whether a damage criterion is satisfied for at least one region of the aligner and determining whether to implement one or more corrective actions for the aligner.
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公开(公告)号:US20200214801A1
公开(公告)日:2020-07-09
申请号:US16732141
申请日:2019-12-31
Applicant: Align Technology, Inc.
Inventor: Yuxiang Wang , Andrew Jang , Bruce Cam , Rohit Tanugula , Chunhua Li , Jun Sato , Luyao Cai , Pavel Pokotilov , Kangning Su , John Y. Morton
Abstract: Methods and systems for producing orthodontic appliances are provided herein utilizing iterative modeling techniques to increase the efficiency and efficacy of said appliances. Further disclosed herein are the orthodontic appliances fabricated from such methods.
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公开(公告)号:US12076206B2
公开(公告)日:2024-09-03
申请号:US18306530
申请日:2023-04-25
Applicant: Align Technology, Inc.
Inventor: Yuxiang Wang , Andrew Jang , Bruce Cam , Rohit Tanugula , Chunhua Li , Jun Sato , Luyao Cai , Pavel Pokotilov , Kangning Su , John Y. Morton
Abstract: Methods for designing orthodontic appliances are provided. In some embodiments, a method includes receiving a treatment plan for a patient's dentition and generating an aligner model representing an aligner configured to implement a treatment stage of the treatment plan. The aligner model can include a thickness map having a thickness parameter for each location of the aligner model. The method can include adjusting the thickness map by using the aligner model to evaluate an outcome when the aligner is applied to the patient's dentition, and iteratively reducing the value of each thickness parameter of the thickness map based on the evaluation until a resulting thickness is determined for each thickness parameter. The method can also include providing instructions to manufacture the aligner based on the aligner model with the resulting thickness for each thickness parameter of the thickness map.
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公开(公告)号:US11666415B2
公开(公告)日:2023-06-06
申请号:US16732141
申请日:2019-12-31
Applicant: Align Technology, Inc.
Inventor: Yuxiang Wang , Andrew Jang , Bruce Cam , Rohit Tanugula , Chunhua Li , Jun Sato , Luyao Cai , Pavel Pokotilov , Kangning Su , John Y. Morton
Abstract: Methods and systems for producing orthodontic appliances are provided herein utilizing iterative modeling techniques to increase the efficiency and efficacy of said appliances. Further disclosed herein are the orthodontic appliances fabricated from such methods.
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公开(公告)号:US11278375B2
公开(公告)日:2022-03-22
申请号:US16584786
申请日:2019-09-26
Applicant: Align Technology, Inc.
Inventor: Yuxiang Wang , Rohit Tanugula , Reza Shirazi Aghjari , Andrew Jang , Chunhua Li , Jun Sato , Luyao Cai , Viktoria Medvinskaya , Arno Kukk , Andrey Cherkas , Anna Akopova , Kangning Su
IPC: G06T15/00 , A61C7/00 , G06F17/18 , G06N20/00 , A61C7/08 , G06F30/23 , G16H50/50 , G01N33/44 , B33Y80/00 , A61C9/00 , A61C13/34 , B29C33/38 , B29C51/30 , G06F119/18 , G06F113/22 , G06F111/10 , B33Y50/00 , B29L31/00
Abstract: Embodiments relate to an aligner breakage solution. A method includes obtaining a digital design of a polymeric aligner for a dental arch of a patient. The polymeric aligner is shaped to apply forces to teeth of the dental arch. The method also includes performing an analysis on the digital design of the polymeric aligner using at least one of a) a trained machine learning model, b) a numerical simulation, c) a geometry evaluator or d) a rules engine. The method may also include determining, based on the analysis, whether the digital design of the polymeric aligner includes probable points of damage, wherein for a probable point of damage there is a threshold probability that breakage, deformation, or warpage will occur. The method may also include, responsive to determining that the digital design of the polymeric aligner comprises probable points of damage, performing corrective actions based on the probable points of damage.
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