{"id":6191,"date":"2023-10-06T18:02:58","date_gmt":"2023-10-06T18:02:58","guid":{"rendered":"https:\/\/dailyai.com\/?p=6191"},"modified":"2023-10-06T18:12:33","modified_gmt":"2023-10-06T18:12:33","slug":"researchers-have-developed-an-ai-model-for-detecting-cannabis-use","status":"publish","type":"post","link":"https:\/\/dailyai.com\/nl\/2023\/10\/researchers-have-developed-an-ai-model-for-detecting-cannabis-use\/","title":{"rendered":"Onderzoekers hebben een AI-model ontwikkeld voor het detecteren van cannabisgebruik"},"content":{"rendered":"<p><strong>Onderzoekers gebruikten gegevens van smartphones en Fitbit wearables om te bepalen wanneer mensen high waren met een nauwkeurigheid van 85%. <\/strong><\/p>\n<p><span style=\"font-weight: 400;\">Cannabisgebruik wordt traditioneel vastgesteld via urine-, speeksel- en haarstrengtesten. Deze methoden vereisen echter laboratoriumanalyse en onmiddellijke cannabisconsumptie is bij sommige tests niet direct zichtbaar.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Sang Won Bae en haar team van het Stevens Institute of Technology in New Jersey wilden het proces voor het bepalen van gevaarlijke intoxicatieniveaus versnellen.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In hun <\/span><a href=\"https:\/\/preprints.jmir.org\/preprint\/52270\"><span style=\"font-weight: 400;\">onderzoek<\/span><\/a><span style=\"font-weight: 400;\">33 frequente cannabisgebruikers rapporteerden hun dagelijkse consumptie over een periode van 30 dagen.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Gedurende deze hele periode droegen de deelnemers activity trackers - namelijk Fibits - die gegevens registreerden zoals hartslag, aantal stappen en slaappatronen. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ondertussen hielden telefoonsensoren hun microbewegingen bij, zoals het vastpakken van de telefoon, om de co\u00f6rdinatie en stabiliteit te evalueren.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Na het verzamelen van voorlopige deelnemersgegevens trainde het team het machine learning model om mogelijke tekenen van cannabisgebruik te herkennen. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bij het testen van de resterende dataset behaalde het getrainde model een nauwkeurigheid van 85% bij het identificeren van personen die cannabis hadden gebruikt in de voorafgaande 5 minuten.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Wearables zoals Fitbits verzamelen enorme hoeveelheden gegevens van hun gebruikers, maar ze gebruiken om te voorspellen of iemand high is zou enorm controversieel zijn.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Over de nauwkeurigheid van de AI zegt Chung dat deze afhankelijk is van de zelfrapportage van deelnemers, wat het gebruik in de echte wereld bemoeilijkt.\u00a0<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Hoe het onderzoek werkte<\/span><\/h2>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Doel:<\/b><span style=\"font-weight: 400;\"> De onderzoekers gingen na of het combineren van smartphone-sensoren en een Fitbit nauwkeurig realtime-episodes van acute marihuanageroxicatie kon detecteren.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Methodologie:<\/b><span style=\"font-weight: 400;\"> Gedurende 30 dagen rapporteerden 33 jongvolwassenen hun marihuanagebruik en bijbehorende gevoelens van dronkenschap. Ze registreerden hun subjectieve gevoelens binnen 15 minuten na het gebruik van marihuana en voor drie semi-willekeurige dagelijkse prompts.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Gemeten variabelen:<\/b><span style=\"font-weight: 400;\"> Deelnemers beoordeelden hun intoxicatie op een schaal: \"niet bedwelmd\" (score = 0), \"laag bedwelmd\" (score = 1-3), en \"matig tot hoog bedwelmd\" (score = 4-10). Smartphone-sensoren en de Fitbit maten factoren zoals hartslag, microbewegingen en grotere bewegingen bepaald door GPS (macrobeweging of radius of gyration genoemd) en geluidsenergieniveaus in hun directe omgeving.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Resultaten:<\/b><span style=\"font-weight: 400;\"> Door de gegevens te modelleren met de EXtreme Gradient Boosting Machine classifier (XGBoost), konden de onderzoekers met een nauwkeurigheid van 85% detecteren of mensen de afgelopen vijf minuten cannabis hadden gebruikt.<\/span><\/li>\n<\/ol>\n<p>Mensen monitoren via hun wearables om mogelijk cannabisgebruik vast te stellen <span style=\"font-weight: 400;\">- dat is \u00e9\u00e9n manier om<\/span><span style=\"font-weight: 400;\"> het niveau van hun paranoia opdrijven.\u00a0<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Onderzoekers gebruikten gegevens van smartphones en Fitbit wearables om te bepalen wanneer mensen high waren met een nauwkeurigheid van 85%. Cannabisgebruik wordt traditioneel bepaald via urine-, speeksel- en haarstrengtesten. Deze methoden vereisen echter laboratoriumanalyses en bij sommige tests is onmiddellijke cannabisconsumptie niet direct zichtbaar.  Sang Won Bae en haar team van het Stevens Institute of Technology in New Jersey wilden het proces voor het bepalen van gevaarlijke intoxicatieniveaus versnellen. In hun onderzoek rapporteerden 33 frequente cannabisgebruikers hun dagelijkse consumptie over een periode van 30 dagen. Gedurende deze periode droegen de deelnemers activity trackers - namelijk Fibits - die het volgende registreerden<\/p>","protected":false},"author":2,"featured_media":6192,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[88],"tags":[105,421],"class_list":["post-6191","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ethics","tag-machine-learning","tag-wearables"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Researchers have developed an AI model for detecting cannabis use | DailyAI<\/title>\n<meta name=\"description\" content=\"Researchers used data from smartphones and Fitbit wearables to determine when people were high with 85% accuracy.\" \/>\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\/researchers-have-developed-an-ai-model-for-detecting-cannabis-use\/\" \/>\n<meta property=\"og:locale\" content=\"nl_NL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Researchers have developed an AI model for detecting cannabis use | DailyAI\" \/>\n<meta property=\"og:description\" content=\"Researchers used data from smartphones and Fitbit wearables to determine when people were high with 85% accuracy.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dailyai.com\/nl\/2023\/10\/researchers-have-developed-an-ai-model-for-detecting-cannabis-use\/\" \/>\n<meta property=\"og:site_name\" content=\"DailyAI\" \/>\n<meta property=\"article:published_time\" content=\"2023-10-06T18:02:58+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-10-06T18:12:33+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/10\/shutterstock_1012225366.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=\"Geschreven door\" \/>\n\t<meta name=\"twitter:data1\" content=\"Sam Jeans\" \/>\n\t<meta name=\"twitter:label2\" content=\"Geschatte leestijd\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minuten\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"NewsArticle\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/10\\\/researchers-have-developed-an-ai-model-for-detecting-cannabis-use\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/10\\\/researchers-have-developed-an-ai-model-for-detecting-cannabis-use\\\/\"},\"author\":{\"name\":\"Sam Jeans\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/#\\\/schema\\\/person\\\/711e81f945549438e8bbc579efdeb3c9\"},\"headline\":\"Researchers have developed an AI model for detecting cannabis use\",\"datePublished\":\"2023-10-06T18:02:58+00:00\",\"dateModified\":\"2023-10-06T18:12:33+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/10\\\/researchers-have-developed-an-ai-model-for-detecting-cannabis-use\\\/\"},\"wordCount\":378,\"publisher\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/10\\\/researchers-have-developed-an-ai-model-for-detecting-cannabis-use\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/10\\\/shutterstock_1012225366.jpg\",\"keywords\":[\"machine learning\",\"Wearables\"],\"articleSection\":[\"Ethics &amp; 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