{"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\/it\/2023\/06\/the-uk-nhs-announces-plans-to-deploy-ai-powered-lung-cancer-diagnosis-tools\/","title":{"rendered":"Il Servizio sanitario nazionale britannico annuncia l'introduzione di strumenti di diagnosi del cancro ai polmoni basati sull'intelligenza artificiale"},"content":{"rendered":"

L'NHS sta introducendo a livello nazionale strumenti di diagnosi del cancro basati sull'intelligenza artificiale, dimostrando la capacit\u00e0 della tecnologia di accelerare la diagnosi del cancro.<\/b>\u00a0<\/span><\/p>\n

In un annuncio recente<\/a>Il Servizio Sanitario Nazionale (NHS) del Regno Unito utilizzer\u00e0 l'intelligenza artificiale per analizzare le radiografie nell'ambito di un'iniziativa da 21 milioni di sterline per accelerare la diagnosi del cancro e ridurre i tempi di attesa.<\/span><\/p>\n

Gli strumenti di diagnostica medica basati sull'intelligenza artificiale sono diventati sempre pi\u00f9 efficaci. Nel corso degli anni 2010, i modelli di visione artificiale (CV) hanno dimostrato la loro capacit\u00e0 di interpretare le scansioni mediche in modo simile agli esseri umani. Nel 2018, i ricercatori di DeepMind, UCL e del Moorfields Eye Hospital ha sviluppato un modello di intelligenza artificiale innovativo<\/a> di diagnosticare 50 malattie degli occhi con la stessa precisione di un medico. <\/span><\/p>\n

Da l\u00ec, l'imaging e la diagnostica medica supportati dall'IA si sono evoluti rapidamente, con numerosi modelli che hanno dimostrato un'accuratezza superiore a quella degli specialisti umani.\u00a0<\/span><\/p>\n

A differenza dei radiologi, spesso oberati di lavoro, le IA lavorano instancabilmente, alleggerendo il carico dei team umani e consentendo loro di fornire cure e trattamenti migliori.\u00a0<\/span><\/p>\n

Venerd\u00ec scorso, il Segretario alla Sanit\u00e0 del Regno Unito Steve Barclay <\/span>ha annunciato piani<\/span><\/a> per l'introduzione della diagnostica medica assistita dall'intelligenza artificiale per il cancro ai polmoni prima dell'inverno di quest'anno. Pi\u00f9 di 20 siti del NHS hanno gi\u00e0 iniziato a implementare questa tecnologia, con risultati preliminari che indicano che pu\u00f2 essere 40 volte pi\u00f9 precisa delle tecniche tradizionali, fornendo risultati in meno di 30 secondi. Ogni mese in Inghilterra vengono effettuate oltre 600.000 radiografie.<\/span><\/p>\n

Inoltre, gli ospedali inizieranno a implementare la tecnologia AI per la diagnosi degli ictus, portando i pazienti a ricevere il trattamento in media circa un'ora prima e triplicando il tasso di guarigione.<\/span><\/p>\n

Barclay ha dichiarato: \"L'intelligenza artificiale sta gi\u00e0 trasformando il modo in cui forniamo l'assistenza sanitaria e gli strumenti di IA stanno gi\u00e0 avendo un impatto significativo in tutto il NHS nel diagnosticare le condizioni pi\u00f9 precocemente, il che significa che le persone possono essere curate pi\u00f9 rapidamente\".<\/span><\/p>\n

I funzionari della sanit\u00e0 sperano che l'intelligenza artificiale e altre tecnologie aiutino il sistema sanitario britannico ad alleggerire gli arretrati e la pressione sul personale.<\/span><\/p>\n

Il direttore medico nazionale dell'NHS, il professor Stephen Powis, ha aggiunto: \"L'NHS sta gi\u00e0 sfruttando i vantaggi dell'IA in tutto il Paese, aiutando a individuare e curare pi\u00f9 precocemente le principali malattie e a gestire meglio le liste d'attesa in modo che i pazienti possano essere visitati pi\u00f9 rapidamente\".<\/span><\/p>\n

Come viene utilizzata l'IA nella diagnostica medica<\/span><\/h2>\n

Le reti neurali convoluzionali (CNN), una forma di modello di apprendimento profondo, stanno trasformando la diagnostica medica. Interpretare le scansioni non \u00e8 un compito facile, e <\/span>gli studi osservano i tassi di errore<\/span><\/a> di circa 3 a 5% o superiore quando i radiologi sono affaticati o sovraccarichi di lavoro.\u00a0<\/span><\/p>\n

I modelli CNN funzionano in modo simile ai neuroni del cervello umano, discernendo le caratteristiche fondamentali dalle scansioni, come bordi o texture, e riconoscendo modelli pi\u00f9 complessi, come la forma e le dimensioni distinte dei noduli polmonari che potrebbero indicare un cancro.\u00a0<\/span><\/p>\n

Una delle prime scoperte importanti nell'ambito dell'imaging medico supportato dall'IA \u00e8 stata la <\/span>Concorso LUNA16 (Analisi dei noduli LUng 2016)<\/span><\/a>dove i partecipanti hanno sviluppato metodi per identificare e diagnosticare i tumori polmonari da immagini radiografiche e TC.\u00a0<\/span><\/p>\n

\"AI
Noduli polmonari rilevati dall'AI. Fonte: Natura<\/a>.<\/figcaption><\/figure>\n

Molti degli algoritmi emersi da questa competizione hanno eguagliato - o superato - le capacit\u00e0 diagnostiche di radiologi esperti.<\/span><\/p>\n

Poco dopo, DeepMind di Google \u00e8 emersa come uno dei principali innovatori nel campo dell'imaging medico dell'IA, applicando la tecnologia in campi come il rilevamento di malattie oculari e lo screening del cancro al seno. <\/span>DeepMind <\/span>Alphafold<\/span><\/a> utilizza la modellazione 3D alimentata dall'intelligenza artificiale per approfondire la comprensione del funzionamento delle proteine, accelerando la ricerca sul cancro.<\/span><\/p>\n

Ora l'NHS spera di dimostrare come una tecnologia medica AI all'avanguardia possa essere applicata a interi sistemi sanitari.\u00a0<\/span><\/p>","protected":false},"excerpt":{"rendered":"

L'NHS sta introducendo strumenti di diagnosi del cancro basati sull'intelligenza artificiale a livello nazionale, dimostrando la capacit\u00e0 della tecnologia di accelerare la diagnosi del cancro. In un recente annuncio, il National Health Service (NHS) del Regno Unito utilizzer\u00e0 l'intelligenza artificiale per analizzare le radiografie nell'ambito di un'iniziativa da 21 milioni di sterline per accelerare la diagnosi del cancro e ridurre i tempi di attesa. Gli strumenti di diagnostica medica basati sull'IA sono diventati sempre pi\u00f9 efficaci. Nel corso degli anni 2010, i modelli di visione artificiale (CV) hanno dimostrato la loro capacit\u00e0 di interpretare le scansioni mediche in modo simile agli esseri umani. Nel 2018, i ricercatori di DeepMind, UCL e Moorfields Eye Hospital hanno sviluppato un modello di intelligenza artificiale innovativo in grado di diagnosticare 50 malattie dell'occhio con la stessa precisione di un uomo.<\/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, 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