{"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\/de\/2024\/07\/scientists-urge-for-ethical-guidelines-as-llms-play-wider-roles-in-healthcare\/","title":{"rendered":"Wissenschaftler dr\u00e4ngen auf ethische Leitlinien, da LLMs eine gr\u00f6\u00dfere Rolle im Gesundheitswesen spielen"},"content":{"rendered":"<p class=\"whitespace-pre-wrap break-words\"><b>Einer neuen Studie zufolge fehlen ethische Richtlinien, w\u00e4hrend KI das Gesundheitswesen von der Arzneimittelforschung bis zur medizinischen Bildanalyse weiter ver\u00e4ndert.<\/b><\/p>\n<p class=\"whitespace-pre-wrap break-words\">Die <a href=\"https:\/\/www.nature.com\/articles\/s41746-024-01157-x\">Studie<\/a> von Joschka Haltaufderheide und Robert Ranisch von der Universit\u00e4t Potsdam, die in der Zeitschrift njp Digital Communications ver\u00f6ffentlicht wurde, analysierte 53 Artikel, um die ethische Landschaft im Zusammenhang mit gro\u00dfen Sprachmodellen (LLMs) in der Medizin und im Gesundheitswesen darzustellen.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Die Studie ergab, dass KI bereits in verschiedenen Bereichen des Gesundheitswesens eingesetzt wird, darunter auch in der Medizin:<\/p>\n<ul class=\"-mt-1 list-disc space-y-2 pl-8\">\n<li class=\"whitespace-normal break-words\">Interpretation der diagnostischen Bildgebung<\/li>\n<li class=\"whitespace-normal break-words\">Entwicklung und Entdeckung von Arzneimitteln<\/li>\n<li class=\"whitespace-normal break-words\">Personalisierte Behandlungsplanung<\/li>\n<li class=\"whitespace-normal break-words\">Patiententriage und Risikobewertung<\/li>\n<li class=\"whitespace-normal break-words\">Medizinische Forschung und Literaturanalyse<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\">Die j\u00fcngsten Auswirkungen der KI auf das Gesundheitswesen und die Medizin sind geradezu spektakul\u00e4r.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Erst k\u00fcrzlich, <a href=\"https:\/\/dailyai.com\/de\/2024\/07\/new-ai-model-successfully-identifies-alzheimers-disease-using-speech-analysis\/\">Forscher haben ein Modell entwickelt<\/a> f\u00fcr die Alzheimer-Fr\u00fcherkennung, die mit 80%-Genauigkeit vorhersagen kann, ob jemand innerhalb von sechs Jahren an der Krankheit erkrankt.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Die erste <a href=\"https:\/\/dailyai.com\/de\/2023\/07\/first-ai-generated-drug-given-go-ahead-for-human-trials\/\">KI-generierte Medikamente<\/a> befinden sich bereits in der klinischen Erprobung, und <a href=\"https:\/\/dailyai.com\/de\/2023\/08\/ai-powered-blood-test-detects-cancers-in-single-dna-molecules\/\">KI-gest\u00fctzte Bluttests<\/a> kann Krebs anhand einzelner DNA-Molek\u00fcle erkennen.<\/p>\n<p>In Bezug auf LLMs, OpenAI und Color Health <a href=\"https:\/\/dailyai.com\/de\/2024\/06\/openai-and-color-health-partner-to-accelerate-cancer-treatment\/\">k\u00fcrzlich angek\u00fcndigt<\/a> ein System zur Unterst\u00fctzung von \u00c4rzten bei der Krebsdiagnose und -behandlung.<\/p>\n<p>Diese Fortschritte sind zwar erstaunlich, l\u00f6sen aber auch ein Gef\u00fchl der Beklemmung aus. K\u00f6nnte es sein, dass die Risiken unter dem Radar verschwinden?<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Mit Blick auf LLMs stellen die Forscher fest: \"Mit der Einf\u00fchrung von ChatGPT haben Large Language Models (LLMs) im Gesundheitswesen enorme Aufmerksamkeit erhalten. Trotz der potenziellen Vorteile haben die Forscher verschiedene ethische Implikationen hervorgehoben\".<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Auf der Nutzenseite: \"Die Vorteile des Einsatzes von LLMs werden ihrer F\u00e4higkeit zur Datenanalyse, zur Informationsbereitstellung, zur Unterst\u00fctzung bei der Entscheidungsfindung oder zur Abschw\u00e4chung von Informationsverlusten und zur Verbesserung der Informationszug\u00e4nglichkeit zugeschrieben.\"<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Sie weisen jedoch auch auf wichtige ethische Bedenken hin: \"Unsere Studie zeigt auch wiederkehrende ethische Bedenken im Zusammenhang mit Fairness, Voreingenommenheit, Nicht-Malefiz, Transparenz und Privatsph\u00e4re auf. Ein besonderes Problem ist die Tendenz, sch\u00e4dliche oder \u00fcberzeugende, aber ungenaue Inhalte zu produzieren\".<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Dieses Problem der \"Halluzinationen\", bei denen LLMs plausible, aber <a href=\"https:\/\/dailyai.com\/de\/2024\/06\/the-rise-of-open-source-ai-models-transparency-and-accountability-in-question\/\">sachlich falsche Informationen<\/a>ist im Gesundheitswesen besonders bedenklich. Im schlimmsten Fall k\u00f6nnte dies zu falschen Diagnosen oder Behandlungen f\u00fchren.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">KI-Entwickler k\u00f6nnen oft nicht erkl\u00e4ren, wie ihre Modelle funktionieren, was als \"<a href=\"https:\/\/dailyai.com\/de\/2024\/05\/decoding-the-ai-mind-anthropic-researchers-peer-inside-the-black-box\/\">Black-Box-Problem<\/a>Diese Fehlfunktionen sind daher besonders schwierig zu beheben.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Die Studie gibt Anlass zu Besorgnis <a href=\"https:\/\/dailyai.com\/de\/2023\/07\/unmasking-the-deep-seated-biases-in-ai-systems\/\">\u00fcber Voreingenommenheit bei LLMs<\/a>und stellt fest: \"Voreingenommene Modelle k\u00f6nnen zu einer ungerechten Behandlung benachteiligter Gruppen f\u00fchren, was zu Ungleichheiten beim Zugang f\u00fchrt, bestehende Ungleichheiten versch\u00e4rft oder Personen durch selektive Genauigkeit schadet.\"<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Sie f\u00fchren ein konkretes Beispiel an, bei dem ChatGPT und Foresight NLP eine rassistische Voreingenommenheit gegen\u00fcber schwarzen Patienten zeigen. A <a href=\"https:\/\/www.ctpublic.org\/news\/2024-05-28\/yale-study-finds-racial-bias-in-chatgpts-radiology-reports\" target=\"_blank\" rel=\"noopener\">aktuelle Yale-Studie<\/a> stellte eine rassistische Voreingenommenheit bei der Bearbeitung von R\u00f6ntgenbildern durch ChatGPT fest, wenn rassistische Informationen \u00fcber die Scans gegeben wurden.<\/p>\n<p>Die Voreingenommenheit von LLM gegen\u00fcber Minderheitengruppen ist bekannt und kann im Gesundheitswesen heimt\u00fcckische Folgen haben.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Bedenken hinsichtlich des Datenschutzes sind ein weiteres Risiko: \"Die Verarbeitung von Patientendaten wirft ethische Fragen in Bezug auf Vertraulichkeit, Datenschutz und Datensicherheit auf.\"<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Bei der Bew\u00e4ltigung von Risiken ist die menschliche Aufsicht von gr\u00f6\u00dfter Bedeutung. Die Forscher fordern au\u00dferdem die Entwicklung allgemeiner ethischer Richtlinien f\u00fcr KI im Gesundheitswesen, um die Entwicklung sch\u00e4dlicher Szenarien zu verhindern.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Die Landschaft der KI-Ethik im Gesundheitswesen erweitert sich rasch, da immer neue Durchbr\u00fcche erzielt werden.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">K\u00fcrzlich haben \u00fcber 100 f\u00fchrende Wissenschaftler eine freiwillige Initiative gestartet, um die Sicherheit <a href=\"https:\/\/dailyai.com\/de\/2024\/03\/researchers-create-voluntary-safety-rules-for-ai-protein-design\/\">Regeln f\u00fcr das AI-Protein-Design,<\/a> Dies unterstreicht, dass die Technologie oft zu schnell voranschreitet, als dass die Sicherheit Schritt halten k\u00f6nnte.<\/p>","protected":false},"excerpt":{"rendered":"<p>Laut einer neuen Studie fehlen ethische Richtlinien, w\u00e4hrend KI das Gesundheitswesen von der Arzneimittelforschung bis hin zur medizinischen Bildanalyse weiter ver\u00e4ndert. Die Studie von Joschka Haltaufderheide und Robert Ranisch von der Universit\u00e4t Potsdam, die in der Zeitschrift njp Digital Communications ver\u00f6ffentlicht wurde, analysierte 53 Artikel, um die ethische Landschaft im Zusammenhang mit gro\u00dfen Sprachmodellen (LLMs) in der Medizin und im Gesundheitswesen zu erfassen. Dabei wurde festgestellt, dass KI bereits in verschiedenen Bereichen des Gesundheitswesens eingesetzt wird, darunter: Interpretation bildgebender Diagnostik Medikamentenentwicklung und -entdeckung Personalisierte Behandlungsplanung Patienteneinteilung und Risikobewertung Medizinische Forschung und Literaturanalyse Die j\u00fcngsten Auswirkungen der KI auf das Gesundheitswesen und die Medizin sind nichts Neues.<\/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\/de\/2024\/07\/scientists-urge-for-ethical-guidelines-as-llms-play-wider-roles-in-healthcare\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\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\/de\/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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