{"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\/de\/2023\/05\/researchers-create-custom-tooth-crowns-using-3d-ai-model\/","title":{"rendered":"Forscher erstellen individuelle Zahnkronen mithilfe eines 3D-KI-Modells"},"content":{"rendered":"<p><b>Forscher der Universit\u00e4t Hongkong setzten Deep-Learning-Techniken ein, um Zahnkronen zu entwerfen. Dabei handelt es sich um Kappen, die auf einen vorhandenen Zahn aufgesetzt werden, um ihn zu restaurieren und zu sch\u00fctzen.\u00a0<\/b><\/p>\n<p><span style=\"font-weight: 400\">Derzeit werden die meisten Zahnkronen mit computergest\u00fctztem Design (CAD) hergestellt. Die Forscher sagen, dass ihre Methode im Vergleich zu CAD-Methoden \u00e4sthetisch und funktionell bessere Kronen hervorbringt.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">Au\u00dferdem spart der Einsatz von KI bei der Konstruktion von Kronen Zeit und Geld und verringert die Wahrscheinlichkeit menschlicher Fehler.<\/span><\/p>\n<h2><span style=\"font-weight: 400\">Wie funktioniert das?\u00a0<\/span><\/h2>\n<p><span style=\"font-weight: 400\">Die <\/span><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0109564123000416?via%3Dihub\"><span style=\"font-weight: 400\">Studie<\/span><\/a><span style=\"font-weight: 400\">Die in der Zeitschrift Dental Materials ver\u00f6ffentlichte Studie verwendete einen Datensatz von 600 digitalen Abdr\u00fccken von zweiten Pr\u00e4molaren und Nachbarz\u00e4hnen. Diese wurden in ein neuronales 3D-Netz, ein 3D-DCGAN, eingegeben, das verschiedene strukturelle Merkmale von den gesunden digitalen Abdr\u00fccken lernte.\u00a0<\/span><\/p>\n<figure id=\"attachment_1026\" aria-describedby=\"caption-attachment-1026\" style=\"width: 702px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-1026\" src=\"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/05\/1-s2.0-S0109564123000416-gr1_lrg-1024x362.jpg\" alt=\"3d Z\u00e4hne\" width=\"702\" height=\"248\" srcset=\"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/05\/1-s2.0-S0109564123000416-gr1_lrg-1024x362.jpg 1024w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/05\/1-s2.0-S0109564123000416-gr1_lrg-300x106.jpg 300w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/05\/1-s2.0-S0109564123000416-gr1_lrg-768x272.jpg 768w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/05\/1-s2.0-S0109564123000416-gr1_lrg-1536x544.jpg 1536w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/05\/1-s2.0-S0109564123000416-gr1_lrg-2048x725.jpg 2048w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/05\/1-s2.0-S0109564123000416-gr1_lrg-370x131.jpg 370w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/05\/1-s2.0-S0109564123000416-gr1_lrg-800x283.jpg 800w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/05\/1-s2.0-S0109564123000416-gr1_lrg-740x262.jpg 740w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/05\/1-s2.0-S0109564123000416-gr1_lrg-20x7.jpg 20w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/05\/1-s2.0-S0109564123000416-gr1_lrg-1600x566.jpg 1600w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/05\/1-s2.0-S0109564123000416-gr1_lrg-136x48.jpg 136w\" sizes=\"auto, (max-width: 702px) 100vw, 702px\" \/><figcaption id=\"caption-attachment-1026\" class=\"wp-caption-text\">Digitale Modelle von gesunden Z\u00e4hnen wurden in das neuronale Netz eingespeist. Quelle: <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0109564123000416?via%3Dihub\">Natur<\/a>.<\/figcaption><\/figure>\n<p><span style=\"font-weight: 400\">Nachdem das Modell trainiert worden war, verwendeten die Forscher es zur Erstellung von Zahnkronen und stellten fest, dass es in mehreren Variablen besser abschneidet als klassisch konstruierte Kronen.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Die Forscher sagen: \"Diese Studie hat gezeigt, dass 3D-DCGAN genutzt werden kann, um personalisierte Zahnkronen mit hoher Genauigkeit zu entwerfen, die sowohl die Morphologie als auch die Biomechanik nat\u00fcrlicher Z\u00e4hne imitieren k\u00f6nnen.\"<\/span><\/p>\n<p><span style=\"font-weight: 400\">Es wurde nicht nur vorhergesagt, dass die erzeugten Z\u00e4hne den CAD-gefertigten Z\u00e4hnen funktionell \u00fcberlegen sein w\u00fcrden, sondern auch, dass sie diese wahrscheinlich \u00fcberdauern w\u00fcrden.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">Die Studie wurde von anderen Zahn\u00e4rzten positiv aufgenommen. Tejas Patel, von der Austin Cosmetic Dentistry in Texas, <\/span><a href=\"https:\/\/www.foxnews.com\/health\/ai-dentistry-researchers-find-artificial-intelligence-create-better-dental-crowns\"><span style=\"font-weight: 400\">gegen\u00fcber Fox News<\/span><\/a><span style=\"font-weight: 400\"> dass die Herstellung von Kronen mit CAD \"f\u00fcr den einzelnen Patienten recht viel Zeit erfordert. Das bedeutet h\u00f6here Kosten und mehr Raum f\u00fcr Fehler\".<\/span><\/p>\n<p><span style=\"font-weight: 400\">Er \u00e4u\u00dferte sich auch zur Langlebigkeit der KI-generierten Kronen: \"Mit dem Einsatz generativer KI k\u00f6nnen diese Verfahren personalisierte Kronen auf der Grundlage fr\u00fcherer Daten genauer erstellen und sie so pr\u00e4zise formen, dass sie fast so lange halten wie echte Z\u00e4hne.\"\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">Patel sagt, dass die KI-generierten Kronen klinischen Tests unterzogen werden, bevor sie der \u00d6ffentlichkeit zug\u00e4nglich gemacht werden.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">In der Zahnmedizin geht dieser Prozess jedoch schneller vonstatten als in anderen medizinischen Bereichen, so dass die Patienten bereits nach ein oder zwei Jahren von den Vorteilen profitieren k\u00f6nnen.\u00a0<\/span><\/p>\n<h2><span style=\"font-weight: 400\">Neuronale 3D-Netze in der Medizin<\/span><\/h2>\n<p><span style=\"font-weight: 400\">Neuronale 3D-Netzwerke wurden auch f\u00fcr andere medizinische Anwendungen untersucht, z. B. f\u00fcr die Analyse komplexer 3D-Diagnosebilder aus der fMRI.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">Diese Technik wurde eingesetzt, um <\/span><a href=\"https:\/\/www.spiedigitallibrary.org\/conference-proceedings-of-spie\/10575\/105751C\/Deep-3D-convolution-neural-network-for-CT-brain-hemorrhage-classification\/10.1117\/12.2293725.short?SSO=1\"><span style=\"font-weight: 400\">Hirnblutung klassifizieren<\/span><\/a><span style=\"font-weight: 400\">identifizieren strukturelle <\/span><a href=\"https:\/\/arxiv.org\/abs\/1502.02506\"><span style=\"font-weight: 400\">Anomalien, die auf die Alzheimer-Krankheit hindeuten<\/span><\/a><span style=\"font-weight: 400\">und <\/span><a href=\"https:\/\/link.springer.com\/article\/10.1007\/s10278-020-00347-9\"><span style=\"font-weight: 400\">Gliome klassifizieren<\/span><\/a><span style=\"font-weight: 400\">eine Art von Hirntumor.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">KI unterst\u00fctzt den medizinischen Fortschritt in praktisch allen Bereichen und Disziplinen, und es wird nicht mehr lange dauern, bis KI-gest\u00fctzte Verfahren zur Norm werden. <\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Forscher der Universit\u00e4t Hongkong setzten Deep-Learning-Techniken ein, um Zahnkronen zu entwerfen. Dabei handelt es sich um Kappen, die auf einen vorhandenen Zahn aufgesetzt werden, um ihn wiederherzustellen und zu sch\u00fctzen.  Derzeit werden die meisten Zahnkronen mit computergest\u00fctztem Design (CAD) erstellt. Die Forscher sagen, dass ihre Methoden im Vergleich zu CAD-Methoden \u00e4sthetisch und funktionell bessere Kronen hervorbringen.  Au\u00dferdem spart der Einsatz von KI bei der Kronengestaltung Zeit und Geld und verringert die Wahrscheinlichkeit menschlicher Fehler. Wie funktioniert das Verfahren?  F\u00fcr die Studie, die in Dental Materials ver\u00f6ffentlicht wurde, wurde ein Datensatz von 600 digitalen Abdr\u00fccken von zweiten Pr\u00e4molaren und Nachbarz\u00e4hnen verwendet. Diese wurden in ein<\/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":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Researchers 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\/de\/2023\/05\/researchers-create-custom-tooth-crowns-using-3d-ai-model\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\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\/de\/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=\"Verfasst von\" 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