{"id":15907,"date":"2019-12-16T10:58:08","date_gmt":"2019-12-15T23:58:08","guid":{"rendered":"https:\/\/www.bitemagazine.com.au\/?p=15907"},"modified":"2019-12-16T11:03:31","modified_gmt":"2019-12-16T00:03:31","slug":"artificial-intelligence-in-dentistry","status":"publish","type":"post","link":"https:\/\/www.bitemagazine.com.au\/artificial-intelligence-in-dentistry\/","title":{"rendered":"Artificial intelligence in dentistry"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"614\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" data-src=\"https:\/\/www.bitemagazine.com.au\/wp-content\/uploads\/2019\/12\/AI.jpg\" alt=\"artificial intelligence dentistry\" class=\"wp-image-15908 lazyload\" data-srcset=\"https:\/\/www.bitemagazine.com.au\/wp-content\/uploads\/2019\/12\/AI.jpg 1024w, https:\/\/www.bitemagazine.com.au\/wp-content\/uploads\/2019\/12\/AI-300x180.jpg 300w, https:\/\/www.bitemagazine.com.au\/wp-content\/uploads\/2019\/12\/AI-768x461.jpg 768w, https:\/\/www.bitemagazine.com.au\/wp-content\/uploads\/2019\/12\/AI-696x417.jpg 696w, https:\/\/www.bitemagazine.com.au\/wp-content\/uploads\/2019\/12\/AI-700x420.jpg 700w, https:\/\/www.bitemagazine.com.au\/wp-content\/uploads\/2019\/12\/AI-250x150.jpg 250w, https:\/\/www.bitemagazine.com.au\/wp-content\/uploads\/2019\/12\/AI-125x75.jpg 125w, https:\/\/www.bitemagazine.com.au\/wp-content\/uploads\/2019\/12\/AI-310x186.jpg 310w, https:\/\/www.bitemagazine.com.au\/wp-content\/uploads\/2019\/12\/AI-150x90.jpg 150w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><noscript><img decoding=\"async\" width=\"1024\" height=\"614\" src=\"https:\/\/www.bitemagazine.com.au\/wp-content\/uploads\/2019\/12\/AI.jpg\" alt=\"artificial intelligence dentistry\" class=\"wp-image-15908 lazyload\" srcset=\"https:\/\/www.bitemagazine.com.au\/wp-content\/uploads\/2019\/12\/AI.jpg 1024w, https:\/\/www.bitemagazine.com.au\/wp-content\/uploads\/2019\/12\/AI-300x180.jpg 300w, https:\/\/www.bitemagazine.com.au\/wp-content\/uploads\/2019\/12\/AI-768x461.jpg 768w, https:\/\/www.bitemagazine.com.au\/wp-content\/uploads\/2019\/12\/AI-696x417.jpg 696w, https:\/\/www.bitemagazine.com.au\/wp-content\/uploads\/2019\/12\/AI-700x420.jpg 700w, https:\/\/www.bitemagazine.com.au\/wp-content\/uploads\/2019\/12\/AI-250x150.jpg 250w, https:\/\/www.bitemagazine.com.au\/wp-content\/uploads\/2019\/12\/AI-125x75.jpg 125w, https:\/\/www.bitemagazine.com.au\/wp-content\/uploads\/2019\/12\/AI-310x186.jpg 310w, https:\/\/www.bitemagazine.com.au\/wp-content\/uploads\/2019\/12\/AI-150x90.jpg 150w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/noscript><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">If you believe the hype, artificial intelligence is set to revolutionise dentistry, but there are barriers to overcome before the technology goes mainstream. By Angela Tufvesson<\/h2>\n\n\n\n<p>It might sound like the stuff of science fiction but artificial intelligence\u2014or \u2018AI\u2019\u2014is very real and proponents say it\u2019s set to change the way dentists work in the not-too-distant future. Detecting cavities in X-rays, analysing dental images to identify problems and streamlining orthodontic visits are just some of the tasks emerging AI technologies promise to take off dentists\u2019 hands.&nbsp;<\/p>\n\n\n\n<p>But making the leap from start-up lab to clinical practice is a slow process. The dental industry is struggling to build the data banks AI needs\u2014unlike what\u2019s happening in medicine\u2014and regulatory approvals processes can be maddeningly slow. So, what does the future hold for AI in dentistry: runaway success or frustrating stagnation?<\/p>\n\n\n\n<p>When many of us think about how AI might impact the dental industry, we imagine robots taking the place of practitioners, rendering them obsolete. Thankfully, that\u2019s not the case. This is \u2018artificial general intelligence\u2019, a level of computer intelligence that matches\u2014not exceeds\u2014human intelligence.<\/p><div class=\"bitem-article-desktop-720x300-in-text\" id=\"bitem-2305593661\"><!-- Bite 720x300 [async] -->\r\n<script type=\"text\/javascript\">if (!window.AdButler){(function(){var s = document.createElement(\"script\"); s.async = true; s.type = \"text\/javascript\";s.src = 'https:\/\/servedby.engagemedia.com.au\/app.js';var n = document.getElementsByTagName(\"script\")[0]; n.parentNode.insertBefore(s, n);}());}<\/script>\r\n<script type=\"text\/javascript\">\r\nvar AdButler = AdButler || {}; AdButler.ads = AdButler.ads || [];\r\nvar abkw = window.abkw || '';\r\nvar plc705185 = window.plc705185 || 0;\r\ndocument.write('<'+'div id=\"placement_705185_'+plc705185+'\"><\\\/'+'div>');\r\nAdButler.ads.push({handler: function(opt){ AdButler.register(165450, 705185, [720,300], 'placement_705185_'+opt.place, opt); }, opt: { place: plc705185++, keywords: abkw, domain: 'servedby.engagemedia.com.au', click:'CLICK_MACRO_PLACEHOLDER' }});\r\n<\/script><\/div>\n\n\n\n<p>Instead, AI refers to computer systems that can \u2018think\u2019 and act like humans. They can perform tasks or imitate behaviour that would normally require human intelligence like speech recognition, visual perception and problem solving\u2014but, crucially, these systems rely on humans to program or \u2018train\u2019 them first. The other key ingredient is data, and the enormous growth in the amount of high-quality data that\u2019s generated and stored by the world\u2019s computers is helping us realise the potential of AI.&nbsp;<\/p>\n\n\n\n<p>What\u2019s called \u2018machine learning\u2019 gives computers the ability to improve and \u2018learn\u2019 over time. It\u2019s why Facebook gets better at identifying your friends the more you tag them. And it\u2019s where the great power of AI lies.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">AI in practice<\/h3>\n\n\n\n<p>When it comes to healthcare, there\u2019s enormous potential to harness AI to deliver higher quality care with greater efficiency, particularly in early detection and diagnosis. In dentistry, some of the most interesting developments are in X-ray film recognition, image recognition and orthodontics.&nbsp;<\/p>\n\n\n\n<p>LA-based start-up Pearl has developed a computer vision platform that it says reads X-rays and instantly and reliably identifies dozens of common pathologies. \u201cUnlike other medical fields, dentists wear many hats, most notably serving as their own radiologists,\u201d says Josh Tabak, vice-president of Product at Pearl.<\/p>\n\n\n\n<p>\u201cAI never gets tired, hungry or has personal issues affecting its ability to analyse a radiograph, reducing the risk of missing a critical diagnosis. This means less stress, more time, more money [for dentists] and happier, healthier patients.\u201d<\/p>\n\n\n\n<p>Closer to home, an image recognition tool called <a href=\"https:\/\/www.smilemate.com\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"SmileMate (opens in a new tab)\">SmileMate<\/a> is being used by Australian dentists to help patients. Users attach a special device to their smartphone, download an app and perform a one-minute screening of their teeth. The screening is analysed by AI and within minutes a report is generated, which outlines a detailed list of observations covering gum health, teeth health and teeth alignment.\u00a0<\/p>\n\n\n\n<p>\u201cThis tool gives you a way of keeping your patient engaged,\u201d says CEO Nick Duncan. \u201cFor example, rather than calling a patient every six months to schedule a hygiene appointment, you can send them an email with information about what was observed last time, ask them to take a new set of photos, let them know there\u2019s some new calculus build-up and that they should book in.\u201d<\/p>\n\n\n\n<figure class=\"wp-block-pullquote\"><blockquote><p>Dentists will have a lot of options in terms of how they implement [AI] and the different suppliers\u2014there won\u2019t just be one provider in each space.<\/p><p>Nick Duncan, CEO, SmileMate<\/p><\/blockquote><\/figure>\n\n\n\n<p>In orthodontics, AI technology analyses huge banks of data to devise treatment sequences for sequential aligners, which helps dentists improve accuracy and efficiency. \u201cCompanies like Invisalign have these huge databases,\u201d says Professor Heiko Spallek, head of school and dean at The University of Sydney School of Dentistry. \u201cInvisalign has 50 million patients using it, and you can learn a lot from 50 million sequential scans\u2014you see how the teeth are moving, you see what\u2019s working and what\u2019s not.\u201d<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Beyond the hype<\/h3>\n\n\n\n<p>But there\u2019s a long way to go before these types of technologies become commonplace in Australian dental practices.&nbsp;<\/p>\n\n\n\n<p>One of the biggest barriers to uptake is that the industry doesn\u2019t hold vast banks of data, which are crucial for large-scale implementation of AI. \u201cWe are not that quick in translating AI into clinical practice because the underlying thing with AI is you must have a lot of data, and by definition you don\u2019t have a lot of data in a single dental practice,\u201d says Professor Spallek. \u201cCompare that to hospitals, which have a lot more data.\u201d<\/p>\n\n\n\n<p>Another problem is inconsistent diagnostic codes. \u201cIn dentistry, we don\u2019t write down diagnostic codes, and in order to have a treatment guided by AI you need to have some standard terminology for how you code diagnoses and treatments,\u201d says Professor Spallek.&nbsp;<\/p>\n\n\n\n<p>What\u2019s more, gaining TGA and FDA approval for AI technologies isn\u2019t easy\u2014or cheap. It costs more than $70,000 per application for TGA approval in Australia and US$250,000 per application for FDA approval in the US, which is a lot of money for a start-up. Indeed, Pearl is still working to achieve FDA clearance.&nbsp;<\/p>\n\n\n\n<p>Beyond these barriers, the industry must work through other practical considerations like who\u2019s responsible for errors made by AI, how much AI should cost, and whether patients should be allowed to use AI directly without going through a dentist.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Future predictions<\/h3>\n\n\n\n<p>That said, experts agree it\u2019s important for dentists to prepare for wider-scale implementation of AI. \u201cSoon we will have more data in dentistry as well as implementation of diagnostic terminologies\u2014so it\u2019s getting there,\u201d says Professor Spallek. \u201cWe\u2019re seeing an increasing corporatisation of dentistry and these companies will have big data stores.\u201d<\/p>\n\n\n\n<p>He says the biggest impacts on clinical practice will be in risk reduction for medical complications and the implementation of AI in radiographs. \u201cExpect recommendations for radiographs to come in the next five years.\u201d<\/p>\n\n\n\n<p>Nick Duncan expects AI to hit the mainstream within 10 to 20 years. \u201cDentists will have a lot of options in terms of how they implement it and the different suppliers\u2014there won\u2019t just be one provider in each space,\u201d he says.<\/p>\n\n\n\n<p>So how can practices prepare for AI? Go digital and collect lots of data. As Josh Tabak says, \u201cPractitioners who are still using film to take X-rays and storing chart data on paper are going to find a higher barrier to entry.\u201d&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>If you believe the hype, artificial intelligence is set to revolutionise dentistry, but there are barriers to overcome before the technology goes mainstream. By Angela Tufvesson It might sound like the stuff of science fiction but artificial intelligence\u2014or \u2018AI\u2019\u2014is very real and proponents say it\u2019s set to change the way dentists work in the not-too-distant [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":15908,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[7170,691],"tags":[2233,13188,684],"class_list":{"0":"post-15907","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-featured","8":"category-your-business","9":"tag-3d-technology","10":"tag-artificial-intelligence","11":"tag-featured"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.9 (Yoast SEO v25.9) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Artificial intelligence in dentistry - Bite Magazine<\/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:\/\/www.bitemagazine.com.au\/artificial-intelligence-in-dentistry\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Artificial intelligence in dentistry\" \/>\n<meta property=\"og:description\" content=\"If you believe the hype, artificial intelligence is set to revolutionise dentistry, but there are barriers to overcome before the technology goes mainstream. By Angela Tufvesson It might sound like the stuff of science fiction but artificial intelligence\u2014or \u2018AI\u2019\u2014is very real and proponents say it\u2019s set to change the way dentists work in the not-too-distant [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.bitemagazine.com.au\/artificial-intelligence-in-dentistry\/\" \/>\n<meta property=\"og:site_name\" content=\"Bite Magazine\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/Bite.Mag\" \/>\n<meta property=\"article:published_time\" content=\"2019-12-15T23:58:08+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2019-12-16T00:03:31+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.bitemagazine.com.au\/wp-content\/uploads\/2019\/12\/AI.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"614\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Editor\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Editor\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.bitemagazine.com.au\/artificial-intelligence-in-dentistry\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.bitemagazine.com.au\/artificial-intelligence-in-dentistry\/\"},\"author\":{\"name\":\"Editor\",\"@id\":\"https:\/\/www.bitemagazine.com.au\/#\/schema\/person\/d9a0da9738e8b22c86465898e79cff17\"},\"headline\":\"Artificial intelligence in dentistry\",\"datePublished\":\"2019-12-15T23:58:08+00:00\",\"dateModified\":\"2019-12-16T00:03:31+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.bitemagazine.com.au\/artificial-intelligence-in-dentistry\/\"},\"wordCount\":1110,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.bitemagazine.com.au\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.bitemagazine.com.au\/artificial-intelligence-in-dentistry\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.bitemagazine.com.au\/wp-content\/uploads\/2019\/12\/AI.jpg\",\"keywords\":[\"3D technology\",\"artificial intelligence\",\"featured\"],\"articleSection\":[\"Featured\",\"Your Business\"],\"inLanguage\":\"en-AU\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.bitemagazine.com.au\/artificial-intelligence-in-dentistry\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.bitemagazine.com.au\/artificial-intelligence-in-dentistry\/\",\"url\":\"https:\/\/www.bitemagazine.com.au\/artificial-intelligence-in-dentistry\/\",\"name\":\"Artificial intelligence in dentistry - 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