{"id":37150,"date":"2025-07-24T10:29:23","date_gmt":"2025-07-24T08:29:23","guid":{"rendered":"https:\/\/kinit.sk\/aidental-improving-dental-rtg-diagnostics\/"},"modified":"2026-03-17T13:44:47","modified_gmt":"2026-03-17T12:44:47","slug":"aidental-improving-dental-rtg-diagnostics","status":"publish","type":"post","link":"https:\/\/kinit.sk\/sk\/aidental-improving-dental-rtg-diagnostics\/","title":{"rendered":"AI:Dental: Improving Dental RTG Diagnostics"},"content":{"rendered":"<div id=\"\" class=\"element core-paragraph\">\n<p><strong>Clinical dentistry requires the effort of highly trained professionals who allocate their precious time among a multitude of activities contributing to patient care. The throughput of a single dental professional can\u2019t be cheated, if the quality of care is to be preserved. However, some of the regular activities, such as analysis of dental RTGs, can be strengthened by automated assistants. Besides faster retrieval of information, they can serve as providers of second opinions, which is very valuable in dental RTG diagnostics.<\/strong><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>In Hopero, we worked with AI:Dental, a company that spearheads the automated analysis of dental RTGs to support dental care professionals (clinical use) and apprentices (students of dentistry). In particular, they experimentally explored the state of the art in dental RTG image retrieval (both with text and image queries) and created a prototype model tailored to AI:Dental\u2019s data. It was a challenging task because in dentistry diagnostics, obtaining ground truth is harder than in other comparable domains due to relatively low annotator consensus, even among expert annotators &#8211; experienced dentists. Due to this, as another avenue of our consultations, we explored the theoretical models of consensus building in crowdsourcing scenarios, which will guide future annotation schemes of AI:Dental.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>The collaboration with AI:Dental was an example of synergy between domain knowledge, data and prior knowledge about machine learning from AI:Dental, and more general research experience and experimentation rigour provided by Hopero.<\/p>\n<\/div>\n\n","protected":false},"excerpt":{"rendered":"<p>Clinical dentistry requires the effort of highly trained professionals who allocate their precious time among a multitude of activities contributing to patient care. The throughput of a single dental professional&#8230;<\/p>\n","protected":false},"author":34,"featured_media":41109,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":true,"footnotes":""},"categories":[83,415,520],"tags":[515,535],"class_list":["post-37150","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news-sk","category-industry-research-project-sk","category-2025-sk","tag-success-story-sk","tag-hopero-sk"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI:Dental: Improving Dental RTG Diagnostics - KInIT<\/title>\n<meta name=\"description\" content=\"Clinical dentistry requires the effort of highly trained professionals who allocate their precious time among a multitude of activities...\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/kinit.sk\/sk\/aidental-improving-dental-rtg-diagnostics\/\" \/>\n<meta property=\"og:locale\" content=\"sk_SK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI:Dental: Improving Dental RTG Diagnostics - KInIT\" \/>\n<meta property=\"og:description\" content=\"Clinical dentistry requires the effort of highly trained professionals who allocate their precious time among a multitude of activities...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/kinit.sk\/sk\/aidental-improving-dental-rtg-diagnostics\/\" \/>\n<meta property=\"og:site_name\" content=\"KInIT\" \/>\n<meta property=\"article:published_time\" content=\"2025-07-24T08:29:23+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-03-17T12:44:47+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/kinit.sk\/wp-content\/uploads\/2025\/07\/Hopero-Success-Stories_SVOP-a-AI-Dental_Feature-Image-scaled.png\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1340\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Wanda Pribylincova\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@kinit\" \/>\n<meta name=\"twitter:site\" content=\"@kinit\" \/>\n<meta name=\"twitter:label1\" content=\"Autor\" \/>\n\t<meta name=\"twitter:data1\" content=\"Wanda Pribylincova\" \/>\n\t<meta name=\"twitter:label2\" content=\"Predpokladan\u00fd \u010das \u010d\u00edtania\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 min\u00faty\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/aidental-improving-dental-rtg-diagnostics\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/aidental-improving-dental-rtg-diagnostics\\\/\"},\"author\":{\"name\":\"Wanda Pribylincova\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/#\\\/schema\\\/person\\\/64db52a830dcb6d4df386e78e7eb748b\"},\"headline\":\"AI:Dental: Improving Dental RTG Diagnostics\",\"datePublished\":\"2025-07-24T08:29:23+00:00\",\"dateModified\":\"2026-03-17T12:44:47+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/aidental-improving-dental-rtg-diagnostics\\\/\"},\"wordCount\":244,\"image\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/aidental-improving-dental-rtg-diagnostics\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/kinit.sk\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/Hopero-Success-Story_feature-image-02.png\",\"keywords\":[\"success story\",\"Hopero\"],\"articleSection\":[\"News\",\"Industry research project\",\"2025\"],\"inLanguage\":\"sk-SK\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/aidental-improving-dental-rtg-diagnostics\\\/\",\"url\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/aidental-improving-dental-rtg-diagnostics\\\/\",\"name\":\"AI:Dental: Improving Dental RTG Diagnostics - KInIT\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/aidental-improving-dental-rtg-diagnostics\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/aidental-improving-dental-rtg-diagnostics\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/kinit.sk\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/Hopero-Success-Story_feature-image-02.png\",\"datePublished\":\"2025-07-24T08:29:23+00:00\",\"dateModified\":\"2026-03-17T12:44:47+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/#\\\/schema\\\/person\\\/64db52a830dcb6d4df386e78e7eb748b\"},\"description\":\"Clinical dentistry requires the effort of highly trained professionals who allocate their precious time among a multitude of activities...\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/aidental-improving-dental-rtg-diagnostics\\\/#breadcrumb\"},\"inLanguage\":\"sk-SK\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/kinit.sk\\\/sk\\\/aidental-improving-dental-rtg-diagnostics\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"sk-SK\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/aidental-improving-dental-rtg-diagnostics\\\/#primaryimage\",\"url\":\"https:\\\/\\\/kinit.sk\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/Hopero-Success-Story_feature-image-02.png\",\"contentUrl\":\"https:\\\/\\\/kinit.sk\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/Hopero-Success-Story_feature-image-02.png\",\"width\":1875,\"height\":982},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/aidental-improving-dental-rtg-diagnostics\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"News\",\"item\":\"https:\\\/\\\/kinit.sk\\\/category\\\/news\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"AI:Dental: Improving Dental RTG Diagnostics\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/#website\",\"url\":\"https:\\\/\\\/kinit.sk\\\/\",\"name\":\"KInIT\",\"description\":\"Vyu\u017e\u00edvame v\u00fdskum pre \u013eud\u00ed a priemysel\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/kinit.sk\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"sk-SK\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/#\\\/schema\\\/person\\\/64db52a830dcb6d4df386e78e7eb748b\",\"name\":\"Wanda Pribylincova\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"AI:Dental: Improving Dental RTG Diagnostics - KInIT","description":"Clinical dentistry requires the effort of highly trained professionals who allocate their precious time among a multitude of activities...","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/kinit.sk\/sk\/aidental-improving-dental-rtg-diagnostics\/","og_locale":"sk_SK","og_type":"article","og_title":"AI:Dental: Improving Dental RTG Diagnostics - KInIT","og_description":"Clinical dentistry requires the effort of highly trained professionals who allocate their precious time among a multitude of activities...","og_url":"https:\/\/kinit.sk\/sk\/aidental-improving-dental-rtg-diagnostics\/","og_site_name":"KInIT","article_published_time":"2025-07-24T08:29:23+00:00","article_modified_time":"2026-03-17T12:44:47+00:00","og_image":[{"width":2560,"height":1340,"url":"https:\/\/kinit.sk\/wp-content\/uploads\/2025\/07\/Hopero-Success-Stories_SVOP-a-AI-Dental_Feature-Image-scaled.png","type":"image\/png"}],"author":"Wanda Pribylincova","twitter_card":"summary_large_image","twitter_creator":"@kinit","twitter_site":"@kinit","twitter_misc":{"Autor":"Wanda Pribylincova","Predpokladan\u00fd \u010das \u010d\u00edtania":"2 min\u00faty"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/kinit.sk\/sk\/aidental-improving-dental-rtg-diagnostics\/#article","isPartOf":{"@id":"https:\/\/kinit.sk\/sk\/aidental-improving-dental-rtg-diagnostics\/"},"author":{"name":"Wanda Pribylincova","@id":"https:\/\/kinit.sk\/#\/schema\/person\/64db52a830dcb6d4df386e78e7eb748b"},"headline":"AI:Dental: Improving Dental RTG Diagnostics","datePublished":"2025-07-24T08:29:23+00:00","dateModified":"2026-03-17T12:44:47+00:00","mainEntityOfPage":{"@id":"https:\/\/kinit.sk\/sk\/aidental-improving-dental-rtg-diagnostics\/"},"wordCount":244,"image":{"@id":"https:\/\/kinit.sk\/sk\/aidental-improving-dental-rtg-diagnostics\/#primaryimage"},"thumbnailUrl":"https:\/\/kinit.sk\/wp-content\/uploads\/2025\/07\/Hopero-Success-Story_feature-image-02.png","keywords":["success story","Hopero"],"articleSection":["News","Industry research project","2025"],"inLanguage":"sk-SK"},{"@type":"WebPage","@id":"https:\/\/kinit.sk\/sk\/aidental-improving-dental-rtg-diagnostics\/","url":"https:\/\/kinit.sk\/sk\/aidental-improving-dental-rtg-diagnostics\/","name":"AI:Dental: Improving Dental RTG Diagnostics - KInIT","isPartOf":{"@id":"https:\/\/kinit.sk\/#website"},"primaryImageOfPage":{"@id":"https:\/\/kinit.sk\/sk\/aidental-improving-dental-rtg-diagnostics\/#primaryimage"},"image":{"@id":"https:\/\/kinit.sk\/sk\/aidental-improving-dental-rtg-diagnostics\/#primaryimage"},"thumbnailUrl":"https:\/\/kinit.sk\/wp-content\/uploads\/2025\/07\/Hopero-Success-Story_feature-image-02.png","datePublished":"2025-07-24T08:29:23+00:00","dateModified":"2026-03-17T12:44:47+00:00","author":{"@id":"https:\/\/kinit.sk\/#\/schema\/person\/64db52a830dcb6d4df386e78e7eb748b"},"description":"Clinical dentistry requires the effort of highly trained professionals who allocate their precious time among a multitude of activities...","breadcrumb":{"@id":"https:\/\/kinit.sk\/sk\/aidental-improving-dental-rtg-diagnostics\/#breadcrumb"},"inLanguage":"sk-SK","potentialAction":[{"@type":"ReadAction","target":["https:\/\/kinit.sk\/sk\/aidental-improving-dental-rtg-diagnostics\/"]}]},{"@type":"ImageObject","inLanguage":"sk-SK","@id":"https:\/\/kinit.sk\/sk\/aidental-improving-dental-rtg-diagnostics\/#primaryimage","url":"https:\/\/kinit.sk\/wp-content\/uploads\/2025\/07\/Hopero-Success-Story_feature-image-02.png","contentUrl":"https:\/\/kinit.sk\/wp-content\/uploads\/2025\/07\/Hopero-Success-Story_feature-image-02.png","width":1875,"height":982},{"@type":"BreadcrumbList","@id":"https:\/\/kinit.sk\/sk\/aidental-improving-dental-rtg-diagnostics\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/kinit.sk\/sk\/"},{"@type":"ListItem","position":2,"name":"News","item":"https:\/\/kinit.sk\/category\/news\/"},{"@type":"ListItem","position":3,"name":"AI:Dental: Improving Dental RTG Diagnostics"}]},{"@type":"WebSite","@id":"https:\/\/kinit.sk\/#website","url":"https:\/\/kinit.sk\/","name":"KInIT","description":"Vyu\u017e\u00edvame v\u00fdskum pre \u013eud\u00ed a priemysel","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/kinit.sk\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"sk-SK"},{"@type":"Person","@id":"https:\/\/kinit.sk\/#\/schema\/person\/64db52a830dcb6d4df386e78e7eb748b","name":"Wanda Pribylincova"}]}},"_links":{"self":[{"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/posts\/37150","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/users\/34"}],"replies":[{"embeddable":true,"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/comments?post=37150"}],"version-history":[{"count":3,"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/posts\/37150\/revisions"}],"predecessor-version":[{"id":41118,"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/posts\/37150\/revisions\/41118"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/media\/41109"}],"wp:attachment":[{"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/media?parent=37150"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/categories?post=37150"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/tags?post=37150"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}