{"id":2011,"date":"2023-06-23T20:50:29","date_gmt":"2023-06-23T20:50:29","guid":{"rendered":"https:\/\/dailyai.com\/?p=2011"},"modified":"2023-06-23T21:22:42","modified_gmt":"2023-06-23T21:22:42","slug":"the-uk-nhs-announces-plans-to-deploy-ai-powered-lung-cancer-diagnosis-tools","status":"publish","type":"post","link":"https:\/\/dailyai.com\/sv\/2023\/06\/the-uk-nhs-announces-plans-to-deploy-ai-powered-lung-cancer-diagnosis-tools\/","title":{"rendered":"Brittiska NHS tillk\u00e4nnager planer p\u00e5 att inf\u00f6ra AI-drivna diagnosverktyg f\u00f6r lungcancer"},"content":{"rendered":"

NHS rullar ut AI-verktyg f\u00f6r cancerdiagnostik nationellt, vilket visar p\u00e5 teknikens f\u00f6rm\u00e5ga att p\u00e5skynda cancerdiagnostik.<\/b>\u00a0<\/span><\/p>\n

I en senaste tillk\u00e4nnagivandet<\/a>I Storbritannien kommer National Health Service (NHS) att anv\u00e4nda AI f\u00f6r att analysera r\u00f6ntgenbilder som en del av ett initiativ p\u00e5 21 miljoner pund f\u00f6r att p\u00e5skynda cancerdiagnoser och minska v\u00e4ntetiderna.<\/span><\/p>\n

AI-drivna medicinska diagnosverktyg har g\u00e5tt fr\u00e5n klarhet till klarhet. Under hela 2010-talet visade AI-modeller f\u00f6r datorseende (CV) sin f\u00f6rm\u00e5ga att tolka medicinska skanningar p\u00e5 liknande s\u00e4tt som m\u00e4nniskor. Under 2018 visade forskare fr\u00e5n DeepMind, UCL och Moorfields Eye Hospital utvecklat en banbrytande AI-modell<\/a> att diagnostisera 50 \u00f6gonsjukdomar lika exakt som en l\u00e4kare. <\/span><\/p>\n

Sedan dess har AI-st\u00f6dd medicinsk bildbehandling och diagnostik utvecklats snabbt, och m\u00e5nga modeller har visat sig vara mer tr\u00e4ffs\u00e4kra \u00e4n m\u00e4nskliga specialister.\u00a0<\/span><\/p>\n

Till skillnad fr\u00e5n ofta \u00f6verarbetade radiologer arbetar AI outtr\u00f6ttligt, vilket avlastar m\u00e4nskliga team och g\u00f6r det m\u00f6jligt f\u00f6r dem att leverera b\u00e4ttre v\u00e5rd och behandling.\u00a0<\/span><\/p>\n

P\u00e5 fredagen meddelade Storbritanniens h\u00e4lsominister Steve Barclay <\/span>tillk\u00e4nnagivna planer<\/span><\/a> f\u00f6r att inf\u00f6ra AI-assisterad medicinsk diagnostik f\u00f6r lungcancer f\u00f6re vintern i \u00e5r. \u00d6ver 20 NHS-siter har redan b\u00f6rjat implementera denna teknik, och prelimin\u00e4ra resultat tyder p\u00e5 att den kan vara 40 g\u00e5nger mer exakt \u00e4n traditionella tekniker och ge resultat p\u00e5 under 30 sekunder. \u00d6ver 600.000 r\u00f6ntgenunders\u00f6kningar genomf\u00f6rs varje m\u00e5nad i England.<\/span><\/p>\n

Dessutom kommer sjukhusen att b\u00f6rja implementera AI-teknik f\u00f6r diagnostisering av stroke, vilket leder till att patienterna f\u00e5r behandling i genomsnitt en timme tidigare och att \u00e5terh\u00e4mtningsgraden tredubblas.<\/span><\/p>\n

Barclay sa: \"Artificiell intelligens f\u00f6r\u00e4ndrar redan hur vi levererar sjukv\u00e5rd, och AI-verktyg har redan en betydande inverkan p\u00e5 NHS n\u00e4r det g\u00e4ller att diagnostisera tillst\u00e5nd tidigare, vilket inneb\u00e4r att m\u00e4nniskor kan behandlas snabbare.\"<\/span><\/p>\n

H\u00e4lso- och sjukv\u00e5rdspersonal hoppas att AI och annan teknik ska hj\u00e4lpa det brittiska sjukv\u00e5rdssystemet att minska eftersl\u00e4pningar och personalpress.<\/span><\/p>\n

NHS nationella medicinska chef, professor Stephen Powis, tillade: \"NHS utnyttjar redan f\u00f6rdelarna med AI \u00f6ver hela landet f\u00f6r att hj\u00e4lpa till att uppt\u00e4cka och behandla allvarliga sjukdomar tidigare, samt b\u00e4ttre hantera v\u00e4ntelistor s\u00e5 att patienter kan ses snabbare.\"<\/span><\/p>\n

Hur AI anv\u00e4nds inom medicinsk diagnostik<\/span><\/h2>\n

AI Convolutional Neural Networks (CNN), en form av djupinl\u00e4rningsmodell, h\u00e5ller p\u00e5 att f\u00f6r\u00e4ndra medicinsk diagnostik. Att tolka skanningar \u00e4r ingen l\u00e4tt uppgift, och <\/span>studier observerar felprocent<\/span><\/a> p\u00e5 cirka 3 till 5% eller h\u00f6gre n\u00e4r radiologerna \u00e4r tr\u00f6tta eller \u00f6veranstr\u00e4ngda.\u00a0<\/span><\/p>\n

CNN-modellerna fungerar p\u00e5 samma s\u00e4tt som neuronerna i den m\u00e4nskliga hj\u00e4rnan och urskiljer grundl\u00e4ggande egenskaper fr\u00e5n skanningar, som kanter eller texturer, och k\u00e4nner igen mer komplexa m\u00f6nster, som den distinkta formen och storleken p\u00e5 lungknutor som kan tyda p\u00e5 cancer.\u00a0<\/span><\/p>\n

Ett av de f\u00f6rsta stora genombrotten inom AI-st\u00f6dd medicinsk bildbehandling var <\/span>LUNA16 (LUng Nodule Analysis 2016) Konkurrens<\/span><\/a>d\u00e4r deltagarna utvecklade metoder f\u00f6r att identifiera och diagnostisera lungcancer fr\u00e5n r\u00f6ntgen- och CT-bilder.\u00a0<\/span><\/p>\n

\"AI
AI-uppt\u00e4ckta pulmonella noduli. K\u00e4lla: Natur<\/a>.<\/figcaption><\/figure>\n

M\u00e5nga av de algoritmer som kom ut av t\u00e4vlingen matchade - eller \u00f6vertr\u00e4ffade - den diagnostiska f\u00f6rm\u00e5gan hos utbildade radiologer.<\/span><\/p>\n

Kort d\u00e4refter framtr\u00e4dde Googles DeepMind som en ledande innovat\u00f6r inom medicinsk bildbehandling med AI och till\u00e4mpade tekniken inom omr\u00e5den som uppt\u00e4ckt av \u00f6gonsjukdomar och screening av br\u00f6stcancer. <\/span>DeepMinds <\/span>Alfafold<\/span><\/a> anv\u00e4nder AI-driven 3D-modellering f\u00f6r att \u00f6ka v\u00e5r f\u00f6rst\u00e5else f\u00f6r hur proteiner fungerar, vilket p\u00e5skyndar cancerforskningen.<\/span><\/p>\n

Nu hoppas NHS kunna visa hur banbrytande medicinsk AI-teknik kan inf\u00f6ras i hela sjukv\u00e5rdssystem.\u00a0<\/span><\/p>","protected":false},"excerpt":{"rendered":"

NHS lanserar AI-verktyg f\u00f6r cancerdiagnostik i hela landet, vilket visar p\u00e5 teknikens f\u00f6rm\u00e5ga att p\u00e5skynda cancerdiagnostik. Storbritanniens National Health Service (NHS) har nyligen meddelat att de kommer att anv\u00e4nda AI f\u00f6r att analysera r\u00f6ntgenbilder som en del av ett initiativ p\u00e5 21 miljoner pund f\u00f6r att p\u00e5skynda cancerdiagnoser och minska v\u00e4ntetiderna. AI-drivna medicinska diagnosverktyg har g\u00e5tt fr\u00e5n klarhet till klarhet. Under hela 2010-talet visade AI-modeller f\u00f6r datorseende (CV) sin f\u00f6rm\u00e5ga att tolka medicinska skanningar p\u00e5 samma s\u00e4tt som m\u00e4nniskor. Under 2018 utvecklade forskare fr\u00e5n DeepMind, UCL och Moorfields Eye Hospital en banbrytande AI-modell f\u00f6r att diagnostisera 50 \u00f6gonsjukdomar lika exakt som m\u00e4nniskor.<\/p>","protected":false},"author":2,"featured_media":2012,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[166,101],"class_list":["post-2011","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-computer-vision","tag-medtech"],"yoast_head":"\nThe UK NHS announces plans to deploy AI-powered lung cancer diagnosis tools | DailyAI<\/title>\n<meta name=\"description\" content=\"Healthcare providers are rolling out AI technologies nationally, demonstrating the technology\u2019s ability to accelerate cancer diagnosis.\u00a0\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link 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