{"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\/pt\/2023\/05\/researchers-create-custom-tooth-crowns-using-3d-ai-model\/","title":{"rendered":"Os investigadores criam coroas dent\u00e1rias personalizadas utilizando um modelo de IA 3D"},"content":{"rendered":"

Investigadores da Universidade de Hong Kong utilizaram t\u00e9cnicas de aprendizagem profunda para conceber coroas dent\u00e1rias, que s\u00e3o capas colocadas em cima de um dente existente para o restaurar e proteger.\u00a0<\/b><\/p>\n

Atualmente, a maior parte das coroas dent\u00e1rias s\u00e3o criadas com recurso a desenho assistido por computador (CAD). Os investigadores afirmam que os seus m\u00e9todos geram coroas est\u00e9tica e funcionalmente superiores aos m\u00e9todos CAD.\u00a0<\/span><\/p>\n

Al\u00e9m disso, a utiliza\u00e7\u00e3o da IA para conceber coroas poupa tempo e dinheiro e reduz a probabilidade de erro humano.<\/span><\/p>\n

Como \u00e9 que funciona?\u00a0<\/span><\/h2>\n

O <\/span>estudo<\/span><\/a>, publicado na Dental Materials, utilizou um conjunto de dados de 600 moldes digitais de segundos pr\u00e9-molares e dentes vizinhos. Estes foram passados para uma rede neural 3D, uma 3D-DCGAN, que aprendeu v\u00e1rias caracter\u00edsticas estruturais a partir dos moldes digitais saud\u00e1veis.\u00a0<\/span><\/p>\n

\"Dentes
Modelos digitais de dentes saud\u00e1veis foram introduzidos na rede neuronal. Fonte: Natureza<\/a>.<\/figcaption><\/figure>\n

Depois de o modelo ter sido treinado, os investigadores utilizaram-no para gerar coroas dent\u00e1rias e descobriram que o seu desempenho era superior ao das coroas de conce\u00e7\u00e3o cl\u00e1ssica em diversas vari\u00e1veis.<\/span><\/p>\n

Os investigadores afirmam: \"Este estudo demonstrou que o 3D-DCGAN pode ser utilizado para conceber coroas dent\u00e1rias personalizadas com elevada precis\u00e3o, capazes de imitar a morfologia e a biomec\u00e2nica dos dentes naturais\".<\/span><\/p>\n

N\u00e3o s\u00f3 se previu que os dentes gerados seriam funcionalmente superiores aos dentes concebidos por CAD, como tamb\u00e9m era prov\u00e1vel que durassem mais tempo do que eles.\u00a0<\/span><\/p>\n

O estudo foi bem recebido por outros dentistas. Tejas Patel, da Austin Cosmetic Dentistry no Texas, <\/span>disse \u00e0 Fox News<\/span><\/a> que a cria\u00e7\u00e3o de coroas com CAD \"requer bastante tempo para cada paciente. Isto significa um custo mais elevado e mais margem para erros\".<\/span><\/p>\n

Ele tamb\u00e9m comentou sobre a longevidade das coroas geradas por IA: \"Com o uso de IA generativa, esses processos podem criar coroas personalizadas com mais precis\u00e3o usando dados anteriores e mold\u00e1-los com precis\u00e3o suficiente para durar quase tanto quanto os dentes reais\".\u00a0<\/span><\/p>\n

Patel diz que as coroas geradas por IA ser\u00e3o sujeitas a ensaios cl\u00ednicos antes de serem lan\u00e7adas ao p\u00fablico.\u00a0<\/span><\/p>\n

No entanto, este \u00e9 um processo mais r\u00e1pido em medicina dent\u00e1ria do que noutras \u00e1reas m\u00e9dicas, pelo que os doentes podem ver os benef\u00edcios em apenas um ou dois anos.\u00a0<\/span><\/p>\n

Redes neuronais 3D em medicina<\/span><\/h2>\n

A rede neural 3D tem sido investigada noutras aplica\u00e7\u00f5es m\u00e9dicas, como a an\u00e1lise de imagens de diagn\u00f3stico 3D complexas produzidas por fMRI.\u00a0<\/span><\/p>\n

Esta t\u00e9cnica foi utilizada para <\/span>classificar a hemorragia cerebral<\/span><\/a>, identificar a estrutura <\/span>anomalias indicativas da doen\u00e7a de Alzheimer<\/span><\/a>e <\/span>classificar os gliomas<\/span><\/a>, um tipo de tumor cerebral.\u00a0<\/span><\/p>\n

A IA est\u00e1 a apoiar os avan\u00e7os m\u00e9dicos em praticamente todos os dom\u00ednios e disciplinas, e n\u00e3o demorar\u00e1 muito at\u00e9 que as t\u00e9cnicas assistidas por IA se tornem a norma. <\/span><\/p>","protected":false},"excerpt":{"rendered":"

Investigadores da Universidade de Hong Kong utilizaram t\u00e9cnicas de aprendizagem profunda para conceber coroas dent\u00e1rias, que s\u00e3o capas colocadas em cima de um dente existente para o restaurar e proteger. Atualmente, a maioria das coroas dent\u00e1rias \u00e9 criada com recurso a desenho assistido por computador (CAD). Os investigadores afirmam que os seus m\u00e9todos geraram coroas est\u00e9tica e funcionalmente superiores em compara\u00e7\u00e3o com os m\u00e9todos CAD. Al\u00e9m disso, a utiliza\u00e7\u00e3o da IA para conceber coroas poupa tempo e dinheiro e reduz a probabilidade de erro humano. Como \u00e9 que funciona? O estudo, publicado na Dental Materials, utilizou um conjunto de dados de 600 moldes digitais de segundos pr\u00e9-molares e dentes vizinhos. Estes foram passados para um<\/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\/pt\/2023\/05\/researchers-create-custom-tooth-crowns-using-3d-ai-model\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\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\/pt\/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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