{"id":1025,"date":"2023-05-29T11:32:51","date_gmt":"2023-05-29T11:32:51","guid":{"rendered":"https:\/\/dailyai.com\/?p=1025"},"modified":"2023-06-01T09:26:23","modified_gmt":"2023-06-01T09:26:23","slug":"researchers-create-custom-tooth-crowns-using-3d-ai-model","status":"publish","type":"post","link":"https:\/\/dailyai.com\/fr\/2023\/05\/researchers-create-custom-tooth-crowns-using-3d-ai-model\/","title":{"rendered":"Des chercheurs cr\u00e9ent des couronnes dentaires personnalis\u00e9es \u00e0 l'aide d'un mod\u00e8le d'IA en 3D"},"content":{"rendered":"

Des chercheurs de l'universit\u00e9 de Hong Kong ont utilis\u00e9 des techniques d'apprentissage profond pour concevoir des couronnes dentaires, qui sont des capuchons plac\u00e9s sur une dent existante pour la restaurer et la prot\u00e9ger.\u00a0<\/b><\/p>\n

Actuellement, la plupart des couronnes dentaires sont cr\u00e9\u00e9es \u00e0 l'aide de la conception assist\u00e9e par ordinateur (CAO). Les chercheurs affirment que leurs m\u00e9thodes ont permis de cr\u00e9er des couronnes esth\u00e9tiquement et fonctionnellement sup\u00e9rieures aux m\u00e9thodes de CAO.\u00a0<\/span><\/p>\n

En outre, l'utilisation de l'IA pour concevoir les couronnes permet de gagner du temps et de l'argent et de r\u00e9duire la probabilit\u00e9 d'une erreur humaine.<\/span><\/p>\n

Comment cela fonctionne-t-il ?\u00a0<\/span><\/h2>\n

Les <\/span>\u00e9tude<\/span><\/a>L'\u00e9tude, publi\u00e9e dans la revue Dental Materials, a utilis\u00e9 un ensemble de donn\u00e9es de 600 moulages num\u00e9riques de deuxi\u00e8mes pr\u00e9molaires et de dents voisines. Ces donn\u00e9es ont \u00e9t\u00e9 transmises \u00e0 un r\u00e9seau neuronal 3D, un 3D-DCGAN, qui a appris diverses caract\u00e9ristiques structurelles \u00e0 partir des moulages num\u00e9riques sains.\u00a0<\/span><\/p>\n

\"Dents
Des mod\u00e8les num\u00e9riques de dents saines ont \u00e9t\u00e9 introduits dans le r\u00e9seau neuronal. Source : Nature<\/a>.<\/figcaption><\/figure>\n

Une fois le mod\u00e8le form\u00e9, les chercheurs l'ont utilis\u00e9 pour g\u00e9n\u00e9rer des couronnes dentaires et ont constat\u00e9 qu'il \u00e9tait plus performant que les couronnes con\u00e7ues de mani\u00e8re classique sur plusieurs variables.<\/span><\/p>\n

Selon les chercheurs, \"cette \u00e9tude a d\u00e9montr\u00e9 que le 3D-DCGAN pouvait \u00eatre utilis\u00e9 pour concevoir des couronnes dentaires personnalis\u00e9es d'une grande pr\u00e9cision, capables d'imiter \u00e0 la fois la morphologie et la biom\u00e9canique des dents naturelles\".<\/span><\/p>\n

Non seulement les dents g\u00e9n\u00e9r\u00e9es \u00e9taient cens\u00e9es \u00eatre fonctionnellement sup\u00e9rieures aux dents con\u00e7ues par CAO, mais elles \u00e9taient \u00e9galement susceptibles de durer plus longtemps que ces derni\u00e8res.\u00a0<\/span><\/p>\n

L'\u00e9tude a \u00e9t\u00e9 bien accueillie par d'autres dentistes. Tejas Patel, de Austin Cosmetic Dentistry au Texas, <\/span>a d\u00e9clar\u00e9 \u00e0 Fox News<\/span><\/a> que la cr\u00e9ation de couronnes \u00e0 l'aide de la CAO \"n\u00e9cessite beaucoup de temps pour chaque patient. Cela signifie un co\u00fbt plus \u00e9lev\u00e9 et une plus grande marge d'erreur\".<\/span><\/p>\n

Il a \u00e9galement comment\u00e9 la long\u00e9vit\u00e9 des couronnes g\u00e9n\u00e9r\u00e9es par l'IA : \"Gr\u00e2ce \u00e0 l'utilisation de l'IA g\u00e9n\u00e9rative, ces processus peuvent cr\u00e9er avec plus de pr\u00e9cision des couronnes personnalis\u00e9es en utilisant des donn\u00e9es ant\u00e9rieures et les mouler avec suffisamment de pr\u00e9cision pour qu'elles durent presque aussi longtemps que de vraies dents.\"\u00a0<\/span><\/p>\n

M. Patel pr\u00e9cise que les couronnes g\u00e9n\u00e9r\u00e9es par l'IA feront l'objet d'essais cliniques avant d'\u00eatre propos\u00e9es au public.\u00a0<\/span><\/p>\n

Toutefois, ce processus est plus rapide en dentisterie que dans d'autres domaines m\u00e9dicaux, de sorte que les patients peuvent en voir les b\u00e9n\u00e9fices en l'espace d'un an ou deux.\u00a0<\/span><\/p>\n

R\u00e9seaux neuronaux 3D en m\u00e9decine<\/span><\/h2>\n

Les r\u00e9seaux neuronaux 3D ont \u00e9t\u00e9 \u00e9tudi\u00e9s pour d'autres applications m\u00e9dicales, telles que l'analyse d'images diagnostiques 3D complexes produites par l'IRMf.\u00a0<\/span><\/p>\n

Cette technique a \u00e9t\u00e9 utilis\u00e9e pour <\/span>classer les h\u00e9morragies c\u00e9r\u00e9brales<\/span><\/a>identifier les structures <\/span>anomalies indicatives de la maladie d'Alzheimer<\/span><\/a>et <\/span>classer les gliomes<\/span><\/a>Une tumeur c\u00e9r\u00e9brale.\u00a0<\/span><\/p>\n

L'IA favorise les progr\u00e8s m\u00e9dicaux dans pratiquement tous les domaines et toutes les disciplines, et les techniques assist\u00e9es par l'IA ne tarderont pas \u00e0 devenir la norme. <\/span><\/p>","protected":false},"excerpt":{"rendered":"

Des chercheurs de l'Universit\u00e9 de Hong Kong ont utilis\u00e9 des techniques d'apprentissage profond pour concevoir des couronnes dentaires, qui sont des capuchons plac\u00e9s sur une dent existante pour la restaurer et la prot\u00e9ger. Actuellement, la plupart des couronnes dentaires sont cr\u00e9\u00e9es \u00e0 l'aide de la conception assist\u00e9e par ordinateur (CAO). Les chercheurs affirment que leurs m\u00e9thodes ont permis de cr\u00e9er des couronnes esth\u00e9tiquement et fonctionnellement sup\u00e9rieures aux m\u00e9thodes de CAO. En outre, l'utilisation de l'IA pour concevoir les couronnes permet de gagner du temps et de l'argent et de r\u00e9duire le risque d'erreur humaine. Comment cela fonctionne-t-il ? L'\u00e9tude, publi\u00e9e dans la revue Dental Materials, s'est appuy\u00e9e sur un ensemble de donn\u00e9es comprenant 600 moulages num\u00e9riques de deuxi\u00e8mes pr\u00e9molaires et de dents voisines. Ceux-ci ont \u00e9t\u00e9 introduits dans un<\/p>","protected":false},"author":2,"featured_media":1027,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[101],"class_list":["post-1025","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-medtech"],"yoast_head":"\nResearchers create custom tooth crowns using 3D AI model | DailyAI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dailyai.com\/fr\/2023\/05\/researchers-create-custom-tooth-crowns-using-3d-ai-model\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Researchers create custom tooth crowns using 3D AI model | DailyAI\" \/>\n<meta property=\"og:description\" content=\"Researchers from the University of Hong Kong used deep learning techniques to design dental crowns, which are caps placed on top of an existing tooth to restore and protect it.\u00a0 Currently, most dental crowns are created using computer-aided design (CAD). The researchers say their methods generated aesthetically and functionally superior crowns compared to CAD methods.\u00a0 Further, using AI to design crowns saves time and money and reduces the likelihood of human error. How does it work?\u00a0 The study, published in Dental Materials, used a dataset of 600 digital casts of second premolars and neighboring teeth. These were passed into a\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dailyai.com\/fr\/2023\/05\/researchers-create-custom-tooth-crowns-using-3d-ai-model\/\" \/>\n<meta property=\"og:site_name\" content=\"DailyAI\" \/>\n<meta property=\"article:published_time\" content=\"2023-05-29T11:32:51+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-06-01T09:26:23+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/05\/shutterstock_1814246927.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1000\" \/>\n\t<meta property=\"og:image:height\" content=\"667\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Sam Jeans\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@DailyAIOfficial\" \/>\n<meta name=\"twitter:site\" content=\"@DailyAIOfficial\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Sam Jeans\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"NewsArticle\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/05\\\/researchers-create-custom-tooth-crowns-using-3d-ai-model\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/05\\\/researchers-create-custom-tooth-crowns-using-3d-ai-model\\\/\"},\"author\":{\"name\":\"Sam Jeans\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/#\\\/schema\\\/person\\\/711e81f945549438e8bbc579efdeb3c9\"},\"headline\":\"Researchers create custom tooth crowns using 3D AI 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