{"id":13386,"date":"2024-07-11T14:20:57","date_gmt":"2024-07-11T14:20:57","guid":{"rendered":"https:\/\/dailyai.com\/?p=13386"},"modified":"2024-07-11T14:34:24","modified_gmt":"2024-07-11T14:34:24","slug":"scientists-urge-for-ethical-guidelines-as-llms-play-wider-roles-in-healthcare","status":"publish","type":"post","link":"https:\/\/dailyai.com\/nl\/2024\/07\/scientists-urge-for-ethical-guidelines-as-llms-play-wider-roles-in-healthcare\/","title":{"rendered":"Wetenschappers dringen aan op ethische richtlijnen nu LLM's een grotere rol spelen in de gezondheidszorg"},"content":{"rendered":"<p class=\"whitespace-pre-wrap break-words\"><b>Volgens een nieuw onderzoek zijn ethische richtlijnen opvallend afwezig nu AI de gezondheidszorg blijft transformeren, van het ontdekken van medicijnen tot de analyse van medische beelden.<\/b><\/p>\n<p class=\"whitespace-pre-wrap break-words\">De <a href=\"https:\/\/www.nature.com\/articles\/s41746-024-01157-x\">onderzoek<\/a> van Joschka Haltaufderheide en Robert Ranisch van de Universiteit van Potsdam, gepubliceerd in njp Digital Communications, analyseerde 53 artikelen om het ethische landschap rond grote taalmodellen (LLM's) in de geneeskunde en gezondheidszorg in kaart te brengen.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Uit het onderzoek bleek dat AI al wordt toegepast in verschillende domeinen van de gezondheidszorg, waaronder:<\/p>\n<ul class=\"-mt-1 list-disc space-y-2 pl-8\">\n<li class=\"whitespace-normal break-words\">Diagnostische beeldvorming<\/li>\n<li class=\"whitespace-normal break-words\">Ontwikkeling en ontdekking van geneesmiddelen<\/li>\n<li class=\"whitespace-normal break-words\">Persoonlijke behandelplanning<\/li>\n<li class=\"whitespace-normal break-words\">Triage en risicobeoordeling van pati\u00ebnten<\/li>\n<li class=\"whitespace-normal break-words\">Medisch onderzoek en literatuuranalyse<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\">De recente invloed van AI op de gezondheidszorg en geneeskunde is ronduit spectaculair.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Onlangs nog, <a href=\"https:\/\/dailyai.com\/nl\/2024\/07\/new-ai-model-successfully-identifies-alzheimers-disease-using-speech-analysis\/\">onderzoekers bouwden een model<\/a> voor het vroegtijdig opsporen van Alzheimer dat met 80% nauwkeurigheid kan voorspellen of bij iemand binnen zes jaar de ziekte zal worden vastgesteld.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">De eerste <a href=\"https:\/\/dailyai.com\/nl\/2023\/07\/first-ai-generated-drug-given-go-ahead-for-human-trials\/\">AI-gegenereerde geneesmiddelen<\/a> zijn al op weg naar klinische proeven en <a href=\"https:\/\/dailyai.com\/nl\/2023\/08\/ai-powered-blood-test-detects-cancers-in-single-dna-molecules\/\">AI-gestuurde bloedtests<\/a> kan kanker detecteren aan de hand van afzonderlijke DNA-moleculen.<\/p>\n<p>Op het gebied van LLM's, OpenAI en Color Health <a href=\"https:\/\/dailyai.com\/nl\/2024\/06\/openai-and-color-health-partner-to-accelerate-cancer-treatment\/\">onlangs aangekondigd<\/a> een systeem om clinici te helpen bij de diagnose en behandeling van kanker.<\/p>\n<p>Hoewel deze ontwikkelingen verbazingwekkend zijn, veroorzaken ze een gevoel van duizeligheid. Zouden de risico's onder de radar verdwijnen?<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Als ze specifiek naar LLM's kijken, stellen de onderzoekers: \"Met de introductie van ChatGPT hebben grote taalmodellen (LLM's) enorm veel aandacht gekregen in de gezondheidszorg. Ondanks de potenti\u00eble voordelen hebben onderzoekers verschillende ethische implicaties benadrukt.\"<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Wat de voordelen betreft: \"Voordelen van het gebruik van LLM's worden toegeschreven aan hun capaciteit op het gebied van gegevensanalyse, informatievoorziening, ondersteuning bij besluitvorming of het beperken van informatieverlies en het verbeteren van de toegankelijkheid van informatie.\"<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Ze benadrukken echter ook belangrijke ethische problemen: \"Onze studie identificeert ook terugkerende ethische zorgen in verband met eerlijkheid, vooringenomenheid, niet-maleficentie, transparantie en privacy. Een opvallend punt van zorg is de neiging om schadelijke of overtuigende maar onjuiste inhoud te produceren.\"<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Deze kwestie van \"hallucinaties\", waarbij LLM's plausibele maar <a href=\"https:\/\/dailyai.com\/nl\/2024\/06\/the-rise-of-open-source-ai-models-transparency-and-accountability-in-question\/\">feitelijk onjuiste informatie<\/a>is vooral zorgwekkend in de gezondheidszorg. In het ergste geval kan dit leiden tot verkeerde diagnoses of behandelingen.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">AI-ontwikkelaars kunnen vaak niet uitleggen hoe hun modellen werken, wat bekend staat als de \"<a href=\"https:\/\/dailyai.com\/nl\/2024\/05\/decoding-the-ai-mind-anthropic-researchers-peer-inside-the-black-box\/\">black box probleem<\/a>,\" dus deze foutieve gedragingen zijn uitzonderlijk lastig op te lossen.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Het onderzoek geeft aanleiding tot bezorgdheid <a href=\"https:\/\/dailyai.com\/nl\/2023\/07\/unmasking-the-deep-seated-biases-in-ai-systems\/\">over vooroordelen bij LLM's<\/a>waarbij wordt opgemerkt \"Vooringenomen modellen kunnen leiden tot oneerlijke behandeling van achtergestelde groepen, wat leidt tot ongelijke toegang, bestaande ongelijkheden verergert of personen schaadt door selectieve nauwkeurigheid.\"<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Ze halen een specifiek voorbeeld aan van ChatGPT en Foresight NLP die raciale vooroordelen laten zien ten opzichte van zwarte pati\u00ebnten. A <a href=\"https:\/\/www.ctpublic.org\/news\/2024-05-28\/yale-study-finds-racial-bias-in-chatgpts-radiology-reports\" target=\"_blank\" rel=\"noopener\">recent onderzoek van Yale<\/a> vond raciale vooringenomenheid in de manier waarop ChatGPT omging met radiografische beelden wanneer raciale informatie over de scans werd gegeven.<\/p>\n<p>Vooroordelen over minderheidsgroepen zijn welbekend en kunnen verraderlijke gevolgen hebben in de gezondheidszorg.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Privacykwesties vormen een ander risico: \"Het verwerken van pati\u00ebntgegevens roept ethische vragen op met betrekking tot vertrouwelijkheid, privacy en gegevensbeveiliging.\"<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Om risico's aan te pakken is menselijk toezicht van het grootste belang. De onderzoekers roepen ook op tot het ontwikkelen van universele ethische richtlijnen voor AI in de gezondheidszorg om te voorkomen dat er schadelijke scenario's ontstaan.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Het AI-ethische landschap in de gezondheidszorg breidt zich snel uit naarmate de doorbraken blijven komen.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Onlangs hebben meer dan 100 vooraanstaande wetenschappers een vrijwillig initiatief gelanceerd om de veiligheid van hun producten te verbeteren. <a href=\"https:\/\/dailyai.com\/nl\/2024\/03\/researchers-create-voluntary-safety-rules-for-ai-protein-design\/\">regels voor AI-eiwitontwerp,<\/a> Dit onderstreept hoe de technologie vaak te snel gaat om de veiligheid bij te houden.<\/p>","protected":false},"excerpt":{"rendered":"<p>Volgens een nieuw onderzoek zijn ethische richtlijnen opvallend afwezig nu AI de gezondheidszorg blijft transformeren, van het ontdekken van medicijnen tot de analyse van medische beelden. Het onderzoek van Joschka Haltaufderheide en Robert Ranisch van de Universiteit van Potsdam, gepubliceerd in njp Digital Communications, analyseerde 53 artikelen om het ethische landschap rondom grote taalmodellen (LLM's) in de geneeskunde en gezondheidszorg in kaart te brengen. Het onderzoek wees uit dat AI al wordt toegepast in verschillende domeinen van de gezondheidszorg, waaronder: Diagnostische interpretatie van beeldvorming Ontwikkeling en ontdekking van medicijnen Gepersonaliseerde planning van behandelingen Triage en risicobeoordeling van pati\u00ebnten Medisch onderzoek en literatuuranalyse De recente invloed van AI op de gezondheidszorg en de geneeskunde is nog niets.<\/p>","protected":false},"author":2,"featured_media":13387,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[204,178],"class_list":["post-13386","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-healthcare","tag-medicine"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Scientists urge for ethical guidelines as LLMs play wider roles in healthcare | 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\/2024\/07\/scientists-urge-for-ethical-guidelines-as-llms-play-wider-roles-in-healthcare\/\" \/>\n<meta property=\"og:locale\" content=\"nl_NL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Scientists urge for ethical guidelines as LLMs play wider roles in healthcare | DailyAI\" \/>\n<meta property=\"og:description\" content=\"According to a new study, ethical guidelines are conspicuously absent as AI continues to transform healthcare, from drug discovery to medical imaging analysis. The study by Joschka Haltaufderheide and Robert Ranisch from the University of Potsdam, published in njp Digital Communications,\u00a0analyzed 53 articles to map out the ethical landscape surrounding large language models (LLMs) in medicine and healthcare. It found that AI is already being employed across various healthcare domains, including: Diagnostic imaging interpretation Drug development and discovery Personalized treatment planning Patient triage and risk assessment Medical research and literature analysis AI&#8217;s recent impacts on healthcare and medicine are nothing\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dailyai.com\/nl\/2024\/07\/scientists-urge-for-ethical-guidelines-as-llms-play-wider-roles-in-healthcare\/\" \/>\n<meta property=\"og:site_name\" content=\"DailyAI\" \/>\n<meta property=\"article:published_time\" content=\"2024-07-11T14:20:57+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-07-11T14:34:24+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/07\/DALL\u00b7E-2024-07-11-15.20.24-An-abstract-icon-representing-ethics-in-healthcare.-The-icon-features-a-balance-scale-symbolizing-justice-with-elements-of-AI-and-technology-integra.webp\" 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