{"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\/it\/2023\/05\/researchers-create-custom-tooth-crowns-using-3d-ai-model\/","title":{"rendered":"I ricercatori creano corone dentali personalizzate utilizzando un modello AI 3D"},"content":{"rendered":"

I ricercatori dell'Universit\u00e0 di Hong Kong hanno utilizzato tecniche di deep learning per progettare le corone dentali, che sono cappette posizionate sopra un dente esistente per restaurarlo e proteggerlo.\u00a0<\/b><\/p>\n

Attualmente, la maggior parte delle corone dentali viene creata utilizzando la progettazione assistita da computer (CAD). I ricercatori affermano che i loro metodi hanno generato corone esteticamente e funzionalmente superiori rispetto ai metodi CAD.\u00a0<\/span><\/p>\n

Inoltre, l'utilizzo dell'IA per la progettazione delle corone consente di risparmiare tempo e denaro e di ridurre la probabilit\u00e0 di errore umano.<\/span><\/p>\n

Come funziona?\u00a0<\/span><\/h2>\n

Il <\/span>studio<\/span><\/a>pubblicato su Dental Materials, ha utilizzato un set di dati di 600 calchi digitali di secondi premolari e denti vicini. Questi sono stati passati a una rete neurale 3D, una 3D-DCGAN, che ha appreso varie caratteristiche strutturali dai calchi digitali sani.\u00a0<\/span><\/p>\n

\"Denti
I modelli digitali di denti sani sono stati inseriti nella rete neurale. Fonte: Natura<\/a>.<\/figcaption><\/figure>\n

Una volta addestrato il modello, i ricercatori lo hanno utilizzato per generare corone dentali e hanno scoperto che le sue prestazioni erano superiori a quelle delle corone progettate in modo classico per diverse variabili.<\/span><\/p>\n

I ricercatori affermano: \"Questo studio ha dimostrato che il 3D-DCGAN pu\u00f2 essere utilizzato per progettare corone dentali personalizzate con elevata precisione, in grado di imitare sia la morfologia che la biomeccanica dei denti naturali\".<\/span><\/p>\n

Non solo si prevedeva che i denti generati fossero funzionalmente superiori a quelli progettati con il CAD, ma anche che durassero pi\u00f9 a lungo.\u00a0<\/span><\/p>\n

Lo studio \u00e8 stato ben accolto da altri dentisti. Tejas Patel, dell'Odontoiatria Cosmetica di Austin in Texas, <\/span>ha dichiarato a Fox News<\/span><\/a> che la creazione di corone con il CAD \"richiede molto tempo per i singoli pazienti. Ci\u00f2 significa un costo pi\u00f9 elevato e un maggior margine di errore\".<\/span><\/p>\n

Ha anche commentato la longevit\u00e0 delle corone generate dall'IA: \"Con l'uso dell'IA generativa, questi processi possono creare con maggiore precisione corone personalizzate utilizzando dati precedenti e modellandole con una precisione tale da durare quasi quanto i denti veri\".\u00a0<\/span><\/p>\n

Patel afferma che le corone generate dall'IA saranno sottoposte a test clinici prima di essere distribuite al pubblico.\u00a0<\/span><\/p>\n

Tuttavia, in odontoiatria si tratta di un processo pi\u00f9 rapido rispetto ad altri settori medici, per cui i pazienti potrebbero vederne i benefici nel giro di un anno o due.\u00a0<\/span><\/p>\n

Reti neurali 3D in medicina<\/span><\/h2>\n

La rete neurale 3D \u00e8 stata studiata per altre applicazioni mediche, come l'analisi di complesse immagini diagnostiche 3D prodotte dalla fMRI.\u00a0<\/span><\/p>\n

Questa tecnica \u00e8 stata utilizzata per <\/span>classificare l'emorragia cerebrale<\/span><\/a>, identificare la struttura <\/span>anomalie indicative della malattia di Alzheimer<\/span><\/a>, e <\/span>classificare i gliomi<\/span><\/a>, un tipo di tumore al cervello.\u00a0<\/span><\/p>\n

L'intelligenza artificiale sta supportando i progressi della medicina in quasi tutti i campi e le discipline e non ci vorr\u00e0 molto prima che le tecniche assistite dall'intelligenza artificiale diventino la norma. <\/span><\/p>","protected":false},"excerpt":{"rendered":"

I ricercatori dell'Universit\u00e0 di Hong Kong hanno utilizzato tecniche di deep learning per progettare corone dentali, che sono cappette poste sopra un dente esistente per restaurarlo e proteggerlo. Attualmente, la maggior parte delle corone dentali viene creata utilizzando la progettazione assistita da computer (CAD). I ricercatori affermano che i loro metodi hanno generato corone esteticamente e funzionalmente superiori rispetto ai metodi CAD. Inoltre, l'utilizzo dell'intelligenza artificiale per la progettazione delle corone consente di risparmiare tempo e denaro e riduce la probabilit\u00e0 di errore umano. Come funziona? Lo studio, pubblicato su Dental Materials, ha utilizzato un insieme di 600 calchi digitali di secondi premolari e denti vicini. Questi sono stati passati in 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\/it\/2023\/05\/researchers-create-custom-tooth-crowns-using-3d-ai-model\/\" \/>\n<meta property=\"og:locale\" content=\"it_IT\" \/>\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\/it\/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=\"Scritto da\" 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