{"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\/da\/2024\/07\/scientists-urge-for-ethical-guidelines-as-llms-play-wider-roles-in-healthcare\/","title":{"rendered":"Forskere opfordrer til etiske retningslinjer, da LLM'er spiller en st\u00f8rre rolle i sundhedsv\u00e6senet"},"content":{"rendered":"<p class=\"whitespace-pre-wrap break-words\"><b>If\u00f8lge en ny unders\u00f8gelse glimrer etiske retningslinjer ved deres frav\u00e6r, n\u00e5r AI forts\u00e6tter med at transformere sundhedsv\u00e6senet, fra l\u00e6gemiddelopdagelse til medicinsk billedanalyse.<\/b><\/p>\n<p class=\"whitespace-pre-wrap break-words\">Den <a href=\"https:\/\/www.nature.com\/articles\/s41746-024-01157-x\">unders\u00f8gelse<\/a> af Joschka Haltaufderheide og Robert Ranisch fra Potsdam Universitet, offentliggjort i njp Digital Communications, analyserede 53 artikler for at kortl\u00e6gge det etiske landskab omkring store sprogmodeller (LLM'er) inden for medicin og sundhedspleje.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Den viste, at AI allerede anvendes p\u00e5 tv\u00e6rs af forskellige sundhedsomr\u00e5der, herunder:<\/p>\n<ul class=\"-mt-1 list-disc space-y-2 pl-8\">\n<li class=\"whitespace-normal break-words\">Tolkning af diagnostiske billeder<\/li>\n<li class=\"whitespace-normal break-words\">Udvikling og opdagelse af l\u00e6gemidler<\/li>\n<li class=\"whitespace-normal break-words\">Personlig behandlingsplanl\u00e6gning<\/li>\n<li class=\"whitespace-normal break-words\">Triage af patienter og risikovurdering<\/li>\n<li class=\"whitespace-normal break-words\">Medicinsk forskning og litteraturanalyse<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\">AI's seneste indvirkning p\u00e5 sundhedspleje og medicin er intet mindre end spektakul\u00e6r.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">For nylig, <a href=\"https:\/\/dailyai.com\/da\/2024\/07\/new-ai-model-successfully-identifies-alzheimers-disease-using-speech-analysis\/\">Forskerne byggede en model<\/a> til tidlig opsporing af Alzheimers, som med 80% n\u00f8jagtighed kan forudsige, om en person vil blive diagnosticeret med sygdommen inden for seks \u00e5r.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Den f\u00f8rste <a href=\"https:\/\/dailyai.com\/da\/2023\/07\/first-ai-generated-drug-given-go-ahead-for-human-trials\/\">AI-genererede l\u00e6gemidler<\/a> er allerede p\u00e5 vej til kliniske fors\u00f8g, og <a href=\"https:\/\/dailyai.com\/da\/2023\/08\/ai-powered-blood-test-detects-cancers-in-single-dna-molecules\/\">AI-drevne blodpr\u00f8ver<\/a> kan opdage kr\u00e6ft ud fra enkelte DNA-molekyler.<\/p>\n<p>Med hensyn til LLM'er, OpenAI og Color Health <a href=\"https:\/\/dailyai.com\/da\/2024\/06\/openai-and-color-health-partner-to-accelerate-cancer-treatment\/\">for nylig annonceret<\/a> et system til at hj\u00e6lpe klinikere med kr\u00e6ftdiagnose og -behandling.<\/p>\n<p>Selvom de er fantastiske, skaber disse fremskridt en f\u00f8lelse af svimmelhed. Kan risiciene glide under radaren?<\/p>\n<p class=\"whitespace-pre-wrap break-words\">N\u00e5r forskerne ser specifikt p\u00e5 LLM'er, siger de: \"Med introduktionen af ChatGPT har Large Language Models (LLM'er) f\u00e5et enorm opm\u00e6rksomhed i sundhedssektoren. P\u00e5 trods af potentielle fordele har forskere understreget forskellige etiske implikationer.\"<\/p>\n<p class=\"whitespace-pre-wrap break-words\">P\u00e5 fordelssiden: \"Fordelene ved at bruge LLM'er tilskrives deres kapacitet inden for dataanalyse, tilvejebringelse af information, st\u00f8tte til beslutningstagning eller afb\u00f8dning af informationstab og forbedring af informationstilg\u00e6ngeligheden.\"<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Men de fremh\u00e6ver ogs\u00e5 store etiske bekymringer: \"Vores unders\u00f8gelse identificerer ogs\u00e5 tilbagevendende etiske bekymringer i forbindelse med retf\u00e6rdighed, bias, ikke-maleficence, gennemsigtighed og privatliv. En s\u00e6rlig bekymring er tendensen til at producere skadeligt eller overbevisende, men un\u00f8jagtigt indhold.\"<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Dette sp\u00f8rgsm\u00e5l om \"hallucinationer\", hvor LLM'er genererer plausible, men <a href=\"https:\/\/dailyai.com\/da\/2024\/06\/the-rise-of-open-source-ai-models-transparency-and-accountability-in-question\/\">faktuelt forkerte oplysninger<\/a>er s\u00e6rligt bekymrende i sundhedssammenh\u00e6ng. I v\u00e6rste fald kan det resultere i forkerte diagnoser eller behandlinger.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">AI-udviklere kan ofte ikke forklare, hvordan deres modeller fungerer, kendt som \"<a href=\"https:\/\/dailyai.com\/da\/2024\/05\/decoding-the-ai-mind-anthropic-researchers-peer-inside-the-black-box\/\">Problem med sort boks<\/a>\", s\u00e5 denne fejlagtige adf\u00e6rd er us\u00e6dvanligt vanskelig at rette.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Unders\u00f8gelsen giver anledning til alarmerende bekymringer <a href=\"https:\/\/dailyai.com\/da\/2023\/07\/unmasking-the-deep-seated-biases-in-ai-systems\/\">om bias i LLM'er<\/a>og bem\u00e6rker: \"Fordomsfulde modeller kan resultere i uretf\u00e6rdig behandling af d\u00e5rligt stillede grupper, hvilket f\u00f8rer til forskelle i adgang, forv\u00e6rrer eksisterende uligheder eller skader personer gennem selektiv n\u00f8jagtighed.\"<\/p>\n<p class=\"whitespace-pre-wrap break-words\">De n\u00e6vner et specifikt eksempel p\u00e5, at ChatGPT og Foresight NLP viser racistiske fordomme over for sorte patienter. A <a href=\"https:\/\/www.ctpublic.org\/news\/2024-05-28\/yale-study-finds-racial-bias-in-chatgpts-radiology-reports\" target=\"_blank\" rel=\"noopener\">nyligt Yale-studie<\/a> fandt racem\u00e6ssig sk\u00e6vhed i ChatGPT's h\u00e5ndtering af r\u00f8ntgenbilleder, n\u00e5r de fik racem\u00e6ssige oplysninger om scanningerne.<\/p>\n<p>LLM-bias over for minoritetsgrupper er velkendt og kan have snigende konsekvenser i en sundhedskontekst.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Bekymringer om privatlivets fred er en anden risiko: \"Behandling af patientdata rejser etiske sp\u00f8rgsm\u00e5l om fortrolighed, privatlivets fred og datasikkerhed.\"<\/p>\n<p class=\"whitespace-pre-wrap break-words\">N\u00e5r det g\u00e6lder h\u00e5ndtering af risici, er menneskeligt tilsyn altafg\u00f8rende. Forskerne opfordrer ogs\u00e5 til at udvikle universelle etiske retningslinjer for kunstig intelligens i sundhedssektoren for at forhindre, at der opst\u00e5r skadelige scenarier.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Det AI-etiske landskab i sundhedsv\u00e6senet udvider sig hurtigt i takt med, at gennembruddene bliver ved med at komme.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">For nylig lancerede over 100 f\u00f8rende forskere et frivilligt initiativ, der skitserer sikkerhed <a href=\"https:\/\/dailyai.com\/da\/2024\/03\/researchers-create-voluntary-safety-rules-for-ai-protein-design\/\">regler for AI-proteindesign,<\/a> Det understreger, at teknologien ofte bev\u00e6ger sig for hurtigt til, at sikkerheden kan f\u00f8lge med.<\/p>","protected":false},"excerpt":{"rendered":"<p>If\u00f8lge en ny unders\u00f8gelse glimrer etiske retningslinjer ved deres frav\u00e6r i takt med, at AI forts\u00e6tter med at transformere sundhedsv\u00e6senet, fra l\u00e6gemiddelopdagelse til medicinsk billedanalyse. Unders\u00f8gelsen af Joschka Haltaufderheide og Robert Ranisch fra Potsdam Universitet, som blev offentliggjort i njp Digital Communications, analyserede 53 artikler for at kortl\u00e6gge det etiske landskab omkring store sprogmodeller (LLM'er) inden for medicin og sundhedspleje. Det viste sig, at AI allerede anvendes p\u00e5 tv\u00e6rs af forskellige sundhedsdom\u00e6ner, herunder: Fortolkning af diagnostiske billeder Udvikling og opdagelse af l\u00e6gemidler Personlig behandlingsplanl\u00e6gning Patienttriage og risikovurdering Medicinsk forskning og litteraturanalyse AI's nylige indvirkning p\u00e5 sundhedspleje og medicin er intet<\/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\/da\/2024\/07\/scientists-urge-for-ethical-guidelines-as-llms-play-wider-roles-in-healthcare\/\" \/>\n<meta property=\"og:locale\" content=\"da_DK\" \/>\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\/da\/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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