{"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\/es\/2023\/05\/researchers-create-custom-tooth-crowns-using-3d-ai-model\/","title":{"rendered":"Los investigadores crean coronas dentales personalizadas utilizando un modelo 3D de IA"},"content":{"rendered":"

Investigadores de la Universidad de Hong Kong utilizaron t\u00e9cnicas de aprendizaje profundo para dise\u00f1ar coronas dentales, que son fundas que se colocan sobre un diente existente para restaurarlo y protegerlo.\u00a0<\/b><\/p>\n

En la actualidad, la mayor\u00eda de las coronas dentales se crean mediante dise\u00f1o asistido por ordenador (CAD). Los investigadores afirman que sus m\u00e9todos generaron coronas est\u00e9tica y funcionalmente superiores a los m\u00e9todos CAD.\u00a0<\/span><\/p>\n

Adem\u00e1s, el uso de la IA para dise\u00f1ar coronas ahorra tiempo y dinero y reduce la probabilidad de error humano.<\/span><\/p>\n

\u00bfC\u00f3mo funciona?\u00a0<\/span><\/h2>\n

En <\/span>estudiar<\/span><\/a>publicado en Dental Materials, utilizaron un conjunto de datos de 600 modelos digitales de segundos premolares y dientes adyacentes. Estos datos se introdujeron en una red neuronal 3D, una 3D-DCGAN, que aprendi\u00f3 varias caracter\u00edsticas estructurales de los moldes digitales sanos.\u00a0<\/span><\/p>\n

\"Dientes
Se introdujeron modelos digitales de dientes sanos en la red neuronal. Fuente: Naturaleza<\/a>.<\/figcaption><\/figure>\n

Una vez entrenado el modelo, los investigadores lo utilizaron para generar coronas dentales y descubrieron que superaba a las coronas de dise\u00f1o cl\u00e1sico en diversas variables.<\/span><\/p>\n

Los investigadores afirman: \"Este estudio ha demostrado que 3D-DCGAN puede utilizarse para dise\u00f1ar coronas dentales personalizadas con gran precisi\u00f3n que pueden imitar tanto la morfolog\u00eda como la biomec\u00e1nica de los dientes naturales.\"<\/span><\/p>\n

No s\u00f3lo se predijo que los dientes generados ser\u00edan funcionalmente superiores a los dise\u00f1ados con CAD, sino que tambi\u00e9n era probable que duraran m\u00e1s que ellos.\u00a0<\/span><\/p>\n

El estudio ha sido bien recibido por otros dentistas. Tejas Patel, de Austin Cosmetic Dentistry, en Texas, <\/span>a Fox News<\/span><\/a> que crear coronas con CAD \"requiere bastante tiempo para cada paciente. Esto supone un mayor coste y m\u00e1s margen de error\".<\/span><\/p>\n

Tambi\u00e9n coment\u00f3 la longevidad de las coronas generadas por IA: \"Con el uso de la IA generativa, estos procesos pueden crear coronas personalizadas con mayor precisi\u00f3n utilizando datos previos y moldearlas con la precisi\u00f3n suficiente para que duren casi tanto como los dientes reales.\"\u00a0<\/span><\/p>\n

Patel afirma que las coronas generadas por IA se someter\u00e1n a ensayos cl\u00ednicos antes de su lanzamiento al p\u00fablico.\u00a0<\/span><\/p>\n

Sin embargo, se trata de un proceso m\u00e1s r\u00e1pido en odontolog\u00eda que en otros campos m\u00e9dicos, por lo que los pacientes podr\u00edan ver los beneficios en apenas uno o dos a\u00f1os.\u00a0<\/span><\/p>\n

Redes neuronales 3D en medicina<\/span><\/h2>\n

Las redes neuronales 3D se han investigado para otras aplicaciones m\u00e9dicas, como el an\u00e1lisis de complejas im\u00e1genes de diagn\u00f3stico 3D producidas por fMRI.\u00a0<\/span><\/p>\n

Esta t\u00e9cnica se ha utilizado para <\/span>clasificar la hemorragia cerebral<\/span><\/a>identificar las estructuras <\/span>anomal\u00edas indicativas de la enfermedad de Alzheimer<\/span><\/a>y <\/span>clasificar los gliomas<\/span><\/a>un tipo de tumor cerebral.\u00a0<\/span><\/p>\n

La IA est\u00e1 apoyando los avances m\u00e9dicos en pr\u00e1cticamente todos los campos y disciplinas, y no pasar\u00e1 mucho tiempo antes de que las t\u00e9cnicas asistidas por IA se conviertan en la norma. <\/span><\/p>","protected":false},"excerpt":{"rendered":"

Investigadores de la Universidad de Hong Kong utilizaron t\u00e9cnicas de aprendizaje profundo para dise\u00f1ar coronas dentales, que son fundas que se colocan sobre un diente existente para restaurarlo y protegerlo. En la actualidad, la mayor\u00eda de las coronas dentales se crean mediante dise\u00f1o asistido por ordenador (CAD). Los investigadores afirman que sus m\u00e9todos generaron coronas est\u00e9tica y funcionalmente superiores en comparaci\u00f3n con los m\u00e9todos CAD. Adem\u00e1s, el uso de la IA para dise\u00f1ar coronas ahorra tiempo y dinero y reduce la probabilidad de errores humanos. \u00bfC\u00f3mo funciona? El estudio, publicado en Dental Materials, utiliz\u00f3 un conjunto de datos de 600 modelos digitales de segundos premolares y dientes adyacentes. Estos se pasaron a 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\/es\/2023\/05\/researchers-create-custom-tooth-crowns-using-3d-ai-model\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\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\/es\/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=\"Escrito por\" 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