公开(公告)号：US11109945B2

公开(公告)日：2021-09-07

申请号：US16001049

申请日：2018-06-06

Applicant: DENTAL MONITORING

Inventor： Philippe Salah ,  Thomas Pellissard ,  Guillaume Ghyselinck ,  Laurent Debraux

IPC: G06K9/00 ,  A61C7/00 ,  A61C7/08 ,  A61C9/00 ,  G06T7/00 ,  G06T7/174 ,  G06T7/136

Abstract: A method for evaluating the shape of an orthodontic aligner worn by a patient. Acquisition of at least one two-dimensional image of teeth of the patient as “updated image.” At least one updated image as “aligner image,” at least partially representing the aligner in a service position. At least one updated image as “dentition image,” representing the teeth. If the dentition image is different from the aligner image, conversion of the dentition image so that it represents the teeth as seen under the acquisition conditions used during the acquisition of the aligner image. Determination, for each of a plurality of teeth represented on the dentition and aligner images, of interior and exterior tooth outlines representing the outline of the free end of the tooth on the dentition and aligner images. Comparison of the interior and exterior tooth outlines, followed by determination of at least one score according to the comparison.

公开(公告)号：US11049248B2

公开(公告)日：2021-06-29

申请号：US16030137

申请日：2018-07-09

Applicant: DENTAL MONITORING

Inventor： Philippe Salah ,  Thomas Pellissard ,  Guillaume Ghyselinck ,  Laurent Debraux

IPC: G06K9/00 ,  A61C3/00 ,  G06T7/00 ,  G06K9/62 ,  A61C9/00 ,  A61C19/04 ,  G06T7/62 ,  A61C7/00 ,  G06T17/00

Abstract: A method for assessing the shape of an orthodontic aligner. Acquisition of at least one analysis image at least partially representing the aligner in a service position in which it is worn by a patient. Analysis of the analysis image by means of a deep learning device, trained by means of a learning base, so as to determine a value. For at least one tooth attribute of an analysis tooth zone representing, at least partially, a tooth on the analysis image, the tooth attribute relating to a separation between the tooth represented by the analysis tooth zone, and the aligner represented on the analysis image. For an image attribute of the analysis image, the image attribute relating to a separation between at least one tooth represented on the analysis image, and the aligner represented on the analysis image.

公开(公告)号：US20200334813A1

公开(公告)日：2020-10-22

申请号：US16921545

申请日：2020-07-06

Applicant: DENTAL MONITORING

Inventor： Philippe SALAH ,  Laurent Debraux ,  Thomas Pellissard ,  Guillaume Ghyselinck

IPC: G06T7/00 ,  G06T5/50 ,  A61C9/00

Abstract: A method to acquire dental images of a patient with a support defining a chamber that is in communication with an outside of said chamber via a first opening and via a second opening. The method includes the following steps: fixing a mobile phone in front of the second opening; positioning the first opening in front of a mouth of the patient; and acquiring at least one dental image by means of the mobile phone.

公开(公告)号：US10417774B2

公开(公告)日：2019-09-17

申请号：US15522576

申请日：2015-10-27

Applicant: Dental Monitoring

Inventor： Philippe Salah ,  William Ayache ,  Laurent Debraux ,  Guillaume Ghyselinck ,  Thomas Pellissard

IPC: G06T7/246 ,  A61C7/00 ,  A61C9/00 ,  G06T7/00 ,  G06T7/33 ,  A61B1/24 ,  A61B5/00 ,  G06T15/00 ,  G06T19/20 ,  G16H30/40 ,  G16H50/50

Abstract: Method for monitoring positioning of patient's teeth including the following steps: a) less than three months after the end of an orthodontic treatment, producing an initial reference model of the patient's arches, and, each tooth, defining, from the initial reference model, tooth model; b) acquiring at least one updated image of the arches, under actual acquisition conditions; c) analyzing each updated image and producing, for each updated image, an updated map relative to a piece of discriminating information; d) optionally determining, for each updated image, rough virtual acquisition conditions that approximate actual acquisition conditions; e) searching each updated image for a final reference model corresponding to the teeth positioning during acquisition of the updated image, and; f) for each tooth model, comparing tooth model positions in the initial reference model and in reference model obtained at the end of the preceding steps, in order to determine the movement of the teeth between steps a) and b).

公开(公告)号：US12020372B2

公开(公告)日：2024-06-25

申请号：US17259504

申请日：2019-07-10

Applicant: DENTAL MONITORING

Inventor： Philippe Salah ,  Thomas Pellissard ,  Guillaume Ghyselinck ,  Laurent Debraux

IPC: G06T17/00 ,  G06T5/50 ,  G06T15/04

CPC classification number: G06T17/00 ,  G06T5/50 ,  G06T15/04 ,  G06T2207/20081 ,  G06T2207/20084 ,  G06T2207/30036 ,  G06T2210/41

Abstract: A method for transforming an “original” view of an “original” digital three-dimensional model into a hyper-realistic view. The method includes creating a “transformation” learning base of more than 1000 “transformation” records. Each transformation record includes a “transformation” photo representing a scene, and a view of a “transformation” digital three-dimensional model modeling the scene, or “transformation view”, the transformation view representing the scene in the same way as the transformation photo. The method includes training at least one “transformation” neural network, by way of the transformation learning base. The method includes submitting the original view to the at least one transformation neural network, such that it transforms it into a hyper-realistic view.

公开(公告)号：US20240041569A1

公开(公告)日：2024-02-08

申请号：US18380516

申请日：2023-10-16

Applicant: DENTAL MONITORING

Inventor： Philippe SALAH ,  Thomas Pellissard ,  Guillaume Ghyselinck ,  Laurent Debraux

IPC: A61C9/00 ,  A61C7/00 ,  A61C7/14 ,  A61C7/36 ,  G06T7/60 ,  G06T7/149 ,  G06T7/00 ,  G06T7/11 ,  G06N3/04 ,  G06N3/08 ,  G16H10/60 ,  G16H30/40 ,  A61C7/08 ,  G06V10/82

CPC classification number: A61C9/0046 ,  A61C7/002 ,  A61C7/14 ,  A61C7/36 ,  A61C9/004 ,  G06T7/60 ,  G06T7/149 ,  G06T7/0016 ,  G06T7/11 ,  G06N3/04 ,  G06N3/08 ,  G16H10/60 ,  G16H30/40 ,  A61C7/08 ,  G06V10/82 ,  G06T2207/30036 ,  G06T2207/20081 ,  G06T2207/20084

Abstract: A method and associated system. Such is for orthodontic treatment or for assessing shape of an aligner. Within an example, there is participation in communication of an assessment of the suitability of an aligner as a function of the value of: a tooth attribute of an analysis tooth zone of an analysis image, the tooth attribute relating to a separation between the tooth represented by the analysis tooth zone and the aligner represented on the analysis image, or an image attribute of an analysis image, the image attribute relating to a separation between at least one tooth represented on the analysis image and the aligner represented on the analysis image. The analysis image is an image of an aligner in a service position in which it is worn by the patient acquired by a cellphone more than 1 week, and is a photograph, or an image extracted from a film.

公开(公告)号：US11607292B2

公开(公告)日：2023-03-21

申请号：US17057616

申请日：2019-05-14

Applicant: DENTAL MONITORING

Inventor： Philippe Salah ,  Thomas Pellissard ,  Guillaume Ghyselinck ,  Laurent Debraux

IPC: A61C7/00 ,  G16H50/50 ,  G16H30/40 ,  A61C9/00 ,  G06T7/00 ,  G06T19/00

Abstract: A method for analyzing a real dental situation of a patient. The method includes steps, as follows, in succession. At an updated instant, acquisition of an updated image representing a real dental scene as observed by an operator. Determination of a virtual dental scene as a function of the representation of the real dental scene on the updated image. Presentation of the virtual dental scene in transparent mode and overlaid on the real dental scene, or display of the updated image on a screen and presentation of the virtual dental scene overlaid with the representation of the real dental scene on the updated image displayed on the screen, in transparent mode or not on the representation.

公开(公告)号：US11564774B2

公开(公告)日：2023-01-31

申请号：US16985772

申请日：2020-08-05

Applicant: DENTAL MONITORING

Inventor： Philippe Salah ,  William Ayache ,  Laurent Debraux ,  Guillaume Ghyselinck ,  Thomas Pellissard

IPC: A61C7/00 ,  G06T17/00 ,  G06T7/33 ,  G06T7/73 ,  A61C9/00 ,  A61B5/00 ,  A61B5/06 ,  G06V20/64 ,  A61B1/00 ,  G16H50/50 ,  A61C13/00 ,  A61B1/32 ,  A61C19/06 ,  A61C19/10 ,  A61C7/12 ,  A61C19/04

Abstract: A method for monitoring the positioning of the teeth including production of a three-dimensional digital initial reference model of the arches of the patient and, for each tooth, definition, from the initial reference model, of a three-dimensional digital reference tooth model; acquisition of updated image of at least one two-dimensional image of the arches in actual acquisition conditions; analysis of each updated image and production, for each updated image, of an updated map; optionally, determination, for each updated image, of rough virtual acquisition conditions approximating the actual acquisition conditions; searching, for each updated image, for a final reference model corresponding to the positioning of the teeth during the acquisition of the updated image, for each tooth model, comparison of the positionings of the tooth model in the initial reference model and in the reference model obtained at the end of the preceding steps to determine the movement of the teeth.

公开(公告)号：US20210338379A1

公开(公告)日：2021-11-04

申请号：US17327541

申请日：2021-05-21

Applicant: DENTAL MONITORING

Inventor： Philippe Salah ,  Thomas Pellissard ,  Guillaume Ghyselinck ,  Laurent Debraux

IPC: A61C7/00 ,  A61C7/08 ,  A61C7/14 ,  A61C7/36 ,  A61C9/00 ,  G06T7/60 ,  G06T7/149 ,  G06T7/00 ,  G06T7/11 ,  G06N3/04 ,  G06N3/08 ,  G16H10/60 ,  G16H30/40

Abstract: A method for assessing the shape of an orthodontic aligner, said method comprising the following steps: a″) acquisition of at least one image at least partially representing the aligner in a service position in which it is worn by a patient, called “analysis image”; b″) analysis of the analysis image by means of a deep learning device, preferably a neural network, trained by means of a learning base, so as to determine a value for at least one tooth attribute of an “analysis tooth zone” representing, at least partially, a tooth on said analysis image, the tooth attribute relating to a separation between the tooth represented by the analysis tooth zone, and the aligner represented on the analysis image, and/or for an image attribute of the analysis image, the image attribute relating to a separation between at least one tooth represented on the analysis image, and the aligner represented on said analysis image.

公开(公告)号：US11107218B2

公开(公告)日：2021-08-31

申请号：US16031172

申请日：2018-07-10

Applicant: DENTAL MONITORING

Inventor： Philippe Salah ,  Thomas Pellissard ,  Guillaume Ghyselinck ,  Laurent Debraux

IPC: G06K9/00 ,  A61C3/00 ,  G06T7/00 ,  G16H30/40 ,  G16H30/20 ,  A61C7/00

Abstract: A method for modeling a dental arch of a patient. Creation of a historical library including more than 1000 historical tooth models, and assignment, to each historical tooth model, of a value for at least one tooth attribute value. Analysis of at least one analysis image of the dental arch by means of a deep learning device so as to determine at least one analysis tooth zone and at least one tooth attribute value. For each analysis tooth zone determined in the preceding step, search, in the historical library, for a historical tooth model exhibiting a maximal proximity with the analysis image. Arrangement of all of the optimal tooth models so as to create an assembled model which exhibits a maximal proximity. Some optionally steps are possible.