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Grant: Alliance Grants

École Polytechnique de Montréal

$284,000.00

Generation of dental preparations and restorations using machine learning

EF 2024-25

Résumé
Across North America, dentists install more than 2.5 million dental crowns each year, which represents a market above $4 billion by 2025. Each of these crowns must be designed manually by a specialized technician, which generates high costs, significant delays and great variability in the quality of the prostheses. Started two years ago in partnership with the company Intellident Dentaire Inc., a first project made it possible to develop a highly innovative and unparalleled prototype in the world, capable of generating a crown for an isolated tooth from a 3D scan of a patient's mouth. This project aims to pursue the development of artificial intelligence methods for the generation of dental crowns in order to allow the treatment of more complex cases including, among others, the design of dental implants and bridges. This project also aims to develop automatic methods for designing dental preparations to provide references to dentists during their clinical interventions. This project will develop computer tools capable of quickly and automatically generating high quality tooth forms. These IT tools will also be integrated into an automatic crown design application, which will be made available to dentists directly in the clinic. This application will shorten the preparation times of prostheses for patients, reduce the costs of interventions and increase the quality and uniformity of the crowns produced.
Programme
Alliance Grants
Emplacement
Quebec, Canada
Type de bénéficiaire
Academia
Type
Grant
Source
NSERC's Awards Data

Tel que publié

Application id
583415-2023
Name nom
Guibault, François JAGF
Department département
Génie informatique et génie logiciel
Organization id
64
Institution établissement
École Polytechnique de Montréal
Province en
Québec
Province fr
Québec
Country en
CANADA
Country fr
CANADA
Fiscal year exercice financier
2024
Competition year année de concours
2023
Award amount
284000
Program id
ALLRP
Program name en
Alliance Grants
Program name fr
Subventions Alliance
Group en
RESEARCH PARTNERSHIPS
Group fr
PARTENARIATS DE RECHERCHE
Committee code
96
Committee name en
RPP Internal Decision Cttee
Committee name fr
Cté de décision interne - PPR
Area of application code
1102
Area of application group en
Health, education and social services
Area of application group fr
Santé publique, éducation et services sociaux
Area of application en
Biomedical engineering
Area of application fr
Génie biomédical
Research subject code
1901
Research subject group en
Biomedical engineering
Research subject group fr
Génie biomédical
Research subject en
Biomedical technology
Research subject fr
Technologie biomédicale
Field of research list names en
Not available
Field of research list names fr
Non disponible
Socioeconomic objective list names en
Not available
Socioeconomic objective list names fr
Non disponible
Application title
Generation of dental preparations and restorations using machine learning
Keywords
dental implant; dental reconstruction; geometric analysis; geometric reconstruction; graph-based deep learning; machine learning; semantic segmentation; shape completion; tooth preparation; tooth replacement
Application summary
Across North America, dentists install more than 2.5 million dental crowns each year, which represents a market above $4 billion by 2025. Each of these crowns must be designed manually by a specialized technician, which generates high costs, significant delays and great variability in the quality of the prostheses. Started two years ago in partnership with the company Intellident Dentaire Inc., a first project made it possible to develop a highly innovative and unparalleled prototype in the world, capable of generating a crown for an isolated tooth from a 3D scan of a patient's mouth. This project aims to pursue the development of artificial intelligence methods for the generation of dental crowns in order to allow the treatment of more complex cases including, among others, the design of dental implants and bridges. This project also aims to develop automatic methods for designing dental preparations to provide references to dentists during their clinical interventions. This project will develop computer tools capable of quickly and automatically generating high quality tooth forms. These IT tools will also be integrated into an automatic crown design application, which will be made available to dentists directly in the clinic. This application will shorten the preparation times of prostheses for patients, reduce the costs of interventions and increase the quality and uniformity of the crowns produced.