{"id":6370,"date":"2023-10-12T11:09:32","date_gmt":"2023-10-12T11:09:32","guid":{"rendered":"https:\/\/dailyai.com\/?p=6370"},"modified":"2023-10-12T11:09:32","modified_gmt":"2023-10-12T11:09:32","slug":"mindeye-retrieves-and-reconstructs-images-from-brain-scans","status":"publish","type":"post","link":"https:\/\/dailyai.com\/nl\/2023\/10\/mindeye-retrieves-and-reconstructs-images-from-brain-scans\/","title":{"rendered":"MindEye haalt beelden op uit hersenscans en reconstrueert ze"},"content":{"rendered":"

MedARC ontwikkelt fundamentele AI-modellen voor de geneeskunde en hun nieuwste model, MindEye, kan vertellen waar je naar hebt gekeken.<\/strong><\/p>\n

MindEye is een fMRI-naar-beeld AI-model dat functionele magnetische resonantiebeelden (fMRI) van hersenactiviteit in kaart kan brengen in OpenAI's CLIP-beeldruimte.<\/p>\n

De fMRI-scans die ze gebruikten kwamen uit de Natural Scenes Dataset (NSD). De NSD bestaat uit fMRI-scans met een hoge resolutie van 8 gezonde volwassen proefpersonen terwijl ze gedurende 30-40 scansessies naar duizenden natuurlijke kleurensc\u00e8nes keken.<\/p>\n

MindEye kan een fMRI-scan analyseren en vervolgens uit de lijst met testbeelden het exacte originele beeld ophalen waar de persoon naar keek. Zelfs als de afbeeldingen erg op elkaar lijken, zoals verschillende foto's van zebra's, identificeert MindEye in 93,2% van de gevallen de juiste afbeelding.<\/p>\n

Het kan zelfs soortgelijke afbeeldingen identificeren uit een enorme beelddatabase van miljarden afbeeldingen, zoals de LAION-5B database.<\/p>\n

\"beeldherwinning
Beeldidentificatie op basis van fMRI-hersenscans. Bron: MedARC<\/a><\/figcaption><\/figure>\n

Zodra MindEye de fMRI-scans heeft vertaald naar de CLIP-beeldruimte, kunnen deze worden ingevoerd in een voorgetraind beeldgeneratiemodel zoals Stable Diffusion of vergelijkbare modellen. MedARC gebruikte Versatile Diffusion om te proberen het oorspronkelijke beeld waar de proefpersoon naar keek na te bootsen.<\/p>\n

MindEye heeft dit deel 100% niet goed, maar het is nog steeds indrukwekkend. Hier zijn hun resultaten vergeleken met de resultaten van eerdere onderzoeken.<\/p>\n

\"beeldreconstructie
Reconstructies naast elkaar met uitvoer van andere fMRI-naar-beeld reconstructiemodellen. Bron: MedARC<\/a><\/figcaption><\/figure>\n

Potentieel en vragen<\/h2>\n

Zeggen dat MindEye kan weten waar je naar hebt gekeken is een beetje overdreven. Om de fMRI-gegevens te krijgen moesten de proefpersonen ongeveer 40 uur in een MRI-machine liggen en de beelden waarop het model trainde waren beperkt.<\/p>\n

Toch zal het voor neurowetenschappers heel interessant zijn om inzicht te krijgen in hoe iemand visuele stimulatie waarneemt.<\/p>\n

Het tonen van een afbeelding aan een pati\u00ebnt, het scannen van hun hersenen en vervolgens het herscheppen van hun perceptie van de afbeelding zou kunnen helpen bij de klinische diagnose. Het onderzoeksartikel legt uit dat \"pati\u00ebnten die lijden aan een ernstige depressieve stoornis mogelijk reconstructies produceren waarbij emotioneel negatieve aspecten van beelden meer opvallen.\"<\/p>\n

Het onderzoek zou ook kunnen helpen om te communiceren met pati\u00ebnten die lijden aan het locked-in syndroom (pseudocoma).<\/p>\n

Om het volledige voordeel van deze toepassingen te realiseren moeten we wachten op betere brein-computer interfaces of wearables waarvoor iemand niet urenlang in een MRI-machine hoeft te liggen.<\/p>\n

MedARC erkent dat hun onderzoek ook aanleiding geeft tot voorzichtigheid. \"Het vermogen om waarneming nauwkeurig te reconstrueren op basis van hersenactiviteit roept vragen op over de bredere maatschappelijke gevolgen\", aldus het onderzoeksartikel.<\/p>\n

Als er uiteindelijk effectieve niet-invasieve methoden zouden worden ontwikkeld, zou je mogelijk iemands gedachten kunnen lezen en weten waar hij of zij naar keek.<\/p>\n

De vooruitgang in het gebruik van AI in de neurowetenschappen<\/a> is fascinerend en zal ongetwijfeld clinici in de geestelijke gezondheidszorg helpen<\/a>. Maar het roept ook een heleboel ethische en privacyzorgen op over hoe we onze gedachten voor onszelf blijven houden.<\/p>","protected":false},"excerpt":{"rendered":"

MedARC ontwikkelt fundamentele AI-modellen voor de geneeskunde en hun nieuwste model, MindEye, kan vertellen waar je naar hebt gekeken. MindEye is een fMRI-naar-beeld AI-model dat functionele magnetische resonantiebeelden (fMRI) van hersenactiviteit in kaart kan brengen in OpenAI's CLIP-beeldruimte. De fMRI-scans die ze gebruikten kwamen uit de Natural Scenes Dataset (NSD). De NSD bestaat uit fMRI-scans met een hoge resolutie van 8 gezonde volwassen proefpersonen terwijl ze gedurende 30-40 scansessies naar duizenden natuurlijke kleurensc\u00e8nes keken. MindEye kan een fMRI-scan analyseren en vervolgens het exacte oorspronkelijke beeld ophalen waar de persoon naar keek.<\/p>","protected":false},"author":6,"featured_media":6375,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[203,107,165],"class_list":["post-6370","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-biotech","tag-generative-ai","tag-image-generation"],"yoast_head":"\nMindEye retrieves and reconstructs images from brain scans | 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\/nl\/2023\/10\/mindeye-retrieves-and-reconstructs-images-from-brain-scans\/\" \/>\n<meta property=\"og:locale\" content=\"nl_NL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"MindEye retrieves and reconstructs images from brain scans | DailyAI\" \/>\n<meta property=\"og:description\" content=\"MedARC develops foundational AI models for medicine and their latest model, MindEye, can tell what you\u2019ve been looking at. MindEye is an fMRI-to-image AI model that can map functional magnetic resonance imaging (fMRI) of brain activity to OpenAI\u2019s CLIP image space. The fMRI scans they used came from the Natural Scenes Dataset (NSD). The NSD consists of whole-brain, high-resolution fMRI scans of 8 healthy adult subjects while they looked at thousands of color natural scenes over the course of 30\u201340 scan sessions. MindEye can analyze an fMRI scan and then retrieve the exact original image the person was looking at\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dailyai.com\/nl\/2023\/10\/mindeye-retrieves-and-reconstructs-images-from-brain-scans\/\" \/>\n<meta property=\"og:site_name\" content=\"DailyAI\" \/>\n<meta property=\"article:published_time\" content=\"2023-10-12T11:09:32+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/10\/MRI-brain-scan.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1000\" \/>\n\t<meta property=\"og:image:height\" content=\"477\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Eugene van der Watt\" \/>\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=\"Geschreven door\" \/>\n\t<meta name=\"twitter:data1\" content=\"Eugene van der Watt\" \/>\n\t<meta name=\"twitter:label2\" content=\"Geschatte leestijd\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minuten\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"NewsArticle\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/10\\\/mindeye-retrieves-and-reconstructs-images-from-brain-scans\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/10\\\/mindeye-retrieves-and-reconstructs-images-from-brain-scans\\\/\"},\"author\":{\"name\":\"Eugene van der Watt\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/#\\\/schema\\\/person\\\/7ce525c6d0c79838b7cc7cde96993cfa\"},\"headline\":\"MindEye retrieves and reconstructs images from brain scans\",\"datePublished\":\"2023-10-12T11:09:32+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/10\\\/mindeye-retrieves-and-reconstructs-images-from-brain-scans\\\/\"},\"wordCount\":505,\"publisher\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/10\\\/mindeye-retrieves-and-reconstructs-images-from-brain-scans\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/10\\\/MRI-brain-scan.jpg\",\"keywords\":[\"Biotech\",\"Generative AI\",\"image generation\"],\"articleSection\":[\"Industry\"],\"inLanguage\":\"nl-NL\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/10\\\/mindeye-retrieves-and-reconstructs-images-from-brain-scans\\\/\",\"url\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/10\\\/mindeye-retrieves-and-reconstructs-images-from-brain-scans\\\/\",\"name\":\"MindEye retrieves and reconstructs images from brain scans | DailyAI\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/10\\\/mindeye-retrieves-and-reconstructs-images-from-brain-scans\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/10\\\/mindeye-retrieves-and-reconstructs-images-from-brain-scans\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/10\\\/MRI-brain-scan.jpg\",\"datePublished\":\"2023-10-12T11:09:32+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/10\\\/mindeye-retrieves-and-reconstructs-images-from-brain-scans\\\/#breadcrumb\"},\"inLanguage\":\"nl-NL\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/dailyai.com\\\/2023\\\/10\\\/mindeye-retrieves-and-reconstructs-images-from-brain-scans\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"nl-NL\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/10\\\/mindeye-retrieves-and-reconstructs-images-from-brain-scans\\\/#primaryimage\",\"url\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/10\\\/MRI-brain-scan.jpg\",\"contentUrl\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/10\\\/MRI-brain-scan.jpg\",\"width\":1000,\"height\":477},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/10\\\/mindeye-retrieves-and-reconstructs-images-from-brain-scans\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/dailyai.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"MindEye retrieves and reconstructs images from brain scans\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/#website\",\"url\":\"https:\\\/\\\/dailyai.com\\\/\",\"name\":\"DailyAI\",\"description\":\"Your Daily Dose of AI News\",\"publisher\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/dailyai.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"nl-NL\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/#organization\",\"name\":\"DailyAI\",\"url\":\"https:\\\/\\\/dailyai.com\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"nl-NL\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/06\\\/Daily-Ai_TL_colour.png\",\"contentUrl\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/06\\\/Daily-Ai_TL_colour.png\",\"width\":4501,\"height\":934,\"caption\":\"DailyAI\"},\"image\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/x.com\\\/DailyAIOfficial\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/dailyaiofficial\\\/\",\"https:\\\/\\\/www.youtube.com\\\/@DailyAIOfficial\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/#\\\/schema\\\/person\\\/7ce525c6d0c79838b7cc7cde96993cfa\",\"name\":\"Eugene van der Watt\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"nl-NL\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/07\\\/Eugine_Profile_Picture-96x96.png\",\"url\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/07\\\/Eugine_Profile_Picture-96x96.png\",\"contentUrl\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/07\\\/Eugine_Profile_Picture-96x96.png\",\"caption\":\"Eugene van der Watt\"},\"description\":\"Eugene comes from an electronic engineering background and loves all things tech. When he takes a break from consuming AI news you'll find him at the snooker table.\",\"sameAs\":[\"www.linkedin.com\\\/in\\\/eugene-van-der-watt-16828119\"],\"url\":\"https:\\\/\\\/dailyai.com\\\/nl\\\/author\\\/eugene\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"MindEye haalt beelden op uit hersenscans en reconstrueert ze | DailyAI","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:\/\/dailyai.com\/nl\/2023\/10\/mindeye-retrieves-and-reconstructs-images-from-brain-scans\/","og_locale":"nl_NL","og_type":"article","og_title":"MindEye retrieves and reconstructs images from brain scans | DailyAI","og_description":"MedARC develops foundational AI models for medicine and their latest model, MindEye, can tell what you\u2019ve been looking at. MindEye is an fMRI-to-image AI model that can map functional magnetic resonance imaging (fMRI) of brain activity to OpenAI\u2019s CLIP image space. The fMRI scans they used came from the Natural Scenes Dataset (NSD). The NSD consists of whole-brain, high-resolution fMRI scans of 8 healthy adult subjects while they looked at thousands of color natural scenes over the course of 30\u201340 scan sessions. MindEye can analyze an fMRI scan and then retrieve the exact original image the person was looking at","og_url":"https:\/\/dailyai.com\/nl\/2023\/10\/mindeye-retrieves-and-reconstructs-images-from-brain-scans\/","og_site_name":"DailyAI","article_published_time":"2023-10-12T11:09:32+00:00","og_image":[{"width":1000,"height":477,"url":"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/10\/MRI-brain-scan.jpg","type":"image\/jpeg"}],"author":"Eugene van der Watt","twitter_card":"summary_large_image","twitter_creator":"@DailyAIOfficial","twitter_site":"@DailyAIOfficial","twitter_misc":{"Geschreven door":"Eugene van der Watt","Geschatte leestijd":"3 minuten"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"NewsArticle","@id":"https:\/\/dailyai.com\/2023\/10\/mindeye-retrieves-and-reconstructs-images-from-brain-scans\/#article","isPartOf":{"@id":"https:\/\/dailyai.com\/2023\/10\/mindeye-retrieves-and-reconstructs-images-from-brain-scans\/"},"author":{"name":"Eugene van der Watt","@id":"https:\/\/dailyai.com\/#\/schema\/person\/7ce525c6d0c79838b7cc7cde96993cfa"},"headline":"MindEye retrieves and reconstructs images from brain scans","datePublished":"2023-10-12T11:09:32+00:00","mainEntityOfPage":{"@id":"https:\/\/dailyai.com\/2023\/10\/mindeye-retrieves-and-reconstructs-images-from-brain-scans\/"},"wordCount":505,"publisher":{"@id":"https:\/\/dailyai.com\/#organization"},"image":{"@id":"https:\/\/dailyai.com\/2023\/10\/mindeye-retrieves-and-reconstructs-images-from-brain-scans\/#primaryimage"},"thumbnailUrl":"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/10\/MRI-brain-scan.jpg","keywords":["Biotech","Generative AI","image generation"],"articleSection":["Industry"],"inLanguage":"nl-NL"},{"@type":"WebPage","@id":"https:\/\/dailyai.com\/2023\/10\/mindeye-retrieves-and-reconstructs-images-from-brain-scans\/","url":"https:\/\/dailyai.com\/2023\/10\/mindeye-retrieves-and-reconstructs-images-from-brain-scans\/","name":"MindEye haalt beelden op uit hersenscans en reconstrueert ze | DailyAI","isPartOf":{"@id":"https:\/\/dailyai.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/dailyai.com\/2023\/10\/mindeye-retrieves-and-reconstructs-images-from-brain-scans\/#primaryimage"},"image":{"@id":"https:\/\/dailyai.com\/2023\/10\/mindeye-retrieves-and-reconstructs-images-from-brain-scans\/#primaryimage"},"thumbnailUrl":"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/10\/MRI-brain-scan.jpg","datePublished":"2023-10-12T11:09:32+00:00","breadcrumb":{"@id":"https:\/\/dailyai.com\/2023\/10\/mindeye-retrieves-and-reconstructs-images-from-brain-scans\/#breadcrumb"},"inLanguage":"nl-NL","potentialAction":[{"@type":"ReadAction","target":["https:\/\/dailyai.com\/2023\/10\/mindeye-retrieves-and-reconstructs-images-from-brain-scans\/"]}]},{"@type":"ImageObject","inLanguage":"nl-NL","@id":"https:\/\/dailyai.com\/2023\/10\/mindeye-retrieves-and-reconstructs-images-from-brain-scans\/#primaryimage","url":"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/10\/MRI-brain-scan.jpg","contentUrl":"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/10\/MRI-brain-scan.jpg","width":1000,"height":477},{"@type":"BreadcrumbList","@id":"https:\/\/dailyai.com\/2023\/10\/mindeye-retrieves-and-reconstructs-images-from-brain-scans\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/dailyai.com\/"},{"@type":"ListItem","position":2,"name":"MindEye retrieves and reconstructs images from brain scans"}]},{"@type":"WebSite","@id":"https:\/\/dailyai.com\/#website","url":"https:\/\/dailyai.com\/","name":"DailyAI","description":"Uw dagelijkse dosis AI-nieuws","publisher":{"@id":"https:\/\/dailyai.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/dailyai.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"nl-NL"},{"@type":"Organization","@id":"https:\/\/dailyai.com\/#organization","name":"DailyAI","url":"https:\/\/dailyai.com\/","logo":{"@type":"ImageObject","inLanguage":"nl-NL","@id":"https:\/\/dailyai.com\/#\/schema\/logo\/image\/","url":"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/06\/Daily-Ai_TL_colour.png","contentUrl":"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/06\/Daily-Ai_TL_colour.png","width":4501,"height":934,"caption":"DailyAI"},"image":{"@id":"https:\/\/dailyai.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/DailyAIOfficial","https:\/\/www.linkedin.com\/company\/dailyaiofficial\/","https:\/\/www.youtube.com\/@DailyAIOfficial"]},{"@type":"Person","@id":"https:\/\/dailyai.com\/#\/schema\/person\/7ce525c6d0c79838b7cc7cde96993cfa","name":"Eugene van der Watt","image":{"@type":"ImageObject","inLanguage":"nl-NL","@id":"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/07\/Eugine_Profile_Picture-96x96.png","url":"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/07\/Eugine_Profile_Picture-96x96.png","contentUrl":"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/07\/Eugine_Profile_Picture-96x96.png","caption":"Eugene van der Watt"},"description":"Eugene heeft een achtergrond in elektrotechniek en houdt van alles wat met techniek te maken heeft. Als hij even pauzeert van het consumeren van AI-nieuws, kun je hem aan de snookertafel vinden.","sameAs":["www.linkedin.com\/in\/eugene-van-der-watt-16828119"],"url":"https:\/\/dailyai.com\/nl\/author\/eugene\/"}]}},"_links":{"self":[{"href":"https:\/\/dailyai.com\/nl\/wp-json\/wp\/v2\/posts\/6370","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dailyai.com\/nl\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dailyai.com\/nl\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dailyai.com\/nl\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/dailyai.com\/nl\/wp-json\/wp\/v2\/comments?post=6370"}],"version-history":[{"count":3,"href":"https:\/\/dailyai.com\/nl\/wp-json\/wp\/v2\/posts\/6370\/revisions"}],"predecessor-version":[{"id":6376,"href":"https:\/\/dailyai.com\/nl\/wp-json\/wp\/v2\/posts\/6370\/revisions\/6376"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/dailyai.com\/nl\/wp-json\/wp\/v2\/media\/6375"}],"wp:attachment":[{"href":"https:\/\/dailyai.com\/nl\/wp-json\/wp\/v2\/media?parent=6370"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dailyai.com\/nl\/wp-json\/wp\/v2\/categories?post=6370"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dailyai.com\/nl\/wp-json\/wp\/v2\/tags?post=6370"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}