{"id":4514,"date":"2023-08-22T21:49:27","date_gmt":"2023-08-22T21:49:27","guid":{"rendered":"https:\/\/dailyai.com\/?p=4514"},"modified":"2023-08-22T22:56:55","modified_gmt":"2023-08-22T22:56:55","slug":"ai-eye-scan-yields-excellent-results-for-parkinsons-disease-early-detection","status":"publish","type":"post","link":"https:\/\/dailyai.com\/pt\/2023\/08\/ai-eye-scan-yields-excellent-results-for-parkinsons-disease-early-detection\/","title":{"rendered":"Exame ocular com IA produz excelentes resultados na dete\u00e7\u00e3o precoce da doen\u00e7a de Parkinson"},"content":{"rendered":"

Segundo um estudo recente, os exames oftalmol\u00f3gicos com recurso \u00e0 IA podem identificar a doen\u00e7a de Parkinson anos antes de os sintomas se manifestarem.\u00a0<\/b><\/p>\n

O modelo de IA analisa exames de tomografia de coer\u00eancia \u00f3tica (OCT) de alta resolu\u00e7\u00e3o que produzem uma sec\u00e7\u00e3o transversal detalhada da retina at\u00e9 um mil\u00e9simo de mil\u00edmetro.\u00a0<\/span><\/p>\n

Para treinar o modelo, investigadores do Moorfields Eye Hospital e do UCL Institute of Ophthalmology <\/span>utilizou a IA para analisar o <\/span>Conjunto de dados AlzEye<\/span><\/a>, uma base de dados global de imagens da retina.<\/span><\/p>\n

A equipa examinou dados de 154 830 pacientes com 40 anos ou mais que frequentaram hospitais oftalmol\u00f3gicos em Londres de 2008 a 2018 e <\/span>dados do UK Biobank, incluindo 67 311 volunt\u00e1rios saud\u00e1veis com idades compreendidas entre os 40 e os 69 anos.<\/span><\/p>\n

O estudo identificou que as pessoas com Parkinson apresentavam uma camada plexiforme interna de c\u00e9lulas ganglionares mais fina e uma camada nuclear interna no olho, com altera\u00e7\u00f5es registadas, em m\u00e9dia, sete anos antes do aparecimento dos sintomas. <\/span><\/p>\n

Os investigadores prop\u00f5em que o exame destas camadas em exames OCT de rotina poderia facilitar a dete\u00e7\u00e3o precoce da doen\u00e7a antes de os sintomas se manifestarem.<\/span><\/p>\n

O estudo foi publicado na revista Neurology e \u00e9 <\/span>dispon\u00edvel aqui.<\/span><\/a><\/p>\n

\"PTU\"
Os exames de tomografia de coer\u00eancia \u00f3tica (OCT) s\u00e3o f\u00e1ceis de administrar. Fonte: UCL<\/a>.<\/figcaption><\/figure>\n

O autor principal, Siegfried Wagner, investigador cl\u00ednico no Moorfields e investigador no Instituto de Oftalmologia da UCL, mostrou-se otimista quanto aos resultados, <\/span>afirmando<\/span><\/a>\"Continuo a ficar espantado com o que podemos descobrir atrav\u00e9s dos exames aos olhos. Embora ainda n\u00e3o estejamos preparados para prever se um indiv\u00edduo ir\u00e1 desenvolver Parkinson, esperamos que este m\u00e9todo possa em breve tornar-se uma ferramenta de pr\u00e9-sele\u00e7\u00e3o para pessoas em risco de doen\u00e7a\".<\/span><\/p>\n

Os exames de OCT combinam-se com a aprendizagem autom\u00e1tica (ML)<\/span><\/h2>\n

Os exames oftalmol\u00f3gicos t\u00eam mostrado resultados promissores no diagn\u00f3stico precoce de muitas doen\u00e7as, incluindo a doen\u00e7a de Alzheimer, a esclerose m\u00faltipla e at\u00e9 a esquizofrenia.\u00a0<\/span><\/p>\n

Alastair Denniston, oftalmologista consultor e professor, referiu tamb\u00e9m a capacidade da tecnologia para identificar sinais e altera\u00e7\u00f5es demasiado subtis para a dete\u00e7\u00e3o humana.\u00a0<\/span><\/p>\n

A directora m\u00e9dica da Moorfields, Louisa Wickham, sublinhou que os exames OCT n\u00e3o s\u00e3o invasivos, s\u00e3o mais escal\u00e1veis e mais econ\u00f3micos do que os exames cerebrais.<\/span><\/p>\n

Claire Bale, Directora Associada de Investiga\u00e7\u00e3o da Parkinson's UK, tamb\u00e9m se mostrou esperan\u00e7ada com a investiga\u00e7\u00e3o, afirmando: \"Intervir mais cedo para impedir a perda de c\u00e9lulas cerebrais preciosas \u00e9 a chave para a preven\u00e7\u00e3o da doen\u00e7a. Esta investiga\u00e7\u00e3o oferece a esperan\u00e7a de que os exames oftalmol\u00f3gicos possam ser utilizados para identificar as pessoas em risco de desenvolver Parkinson, de modo a permitir um tratamento precoce. E como os exames oftalmol\u00f3gicos analisados neste estudo n\u00e3o s\u00e3o invasivos e j\u00e1 est\u00e3o a ser utilizados por rotina, isto pode ser facilmente posto em pr\u00e1tica\".<\/span><\/p>\n

Os cuidados de sa\u00fade t\u00eam-se revelado uma \u00e1rea rica em novas aplica\u00e7\u00f5es da IA, que tem sido utilizada para <\/span>descobrir novos medicamentos<\/span><\/a>, <\/span>restaurar a mobilidade<\/span><\/a> para membros feridos, com precis\u00e3o <\/span>detetar doen\u00e7as card\u00edacas<\/span><\/a>, descobrir <\/span>doen\u00e7as da retina em beb\u00e9s<\/span><\/a>e <\/span>restabelecer a comunica\u00e7\u00e3o<\/span><\/a> nas pessoas que sofrem de doen\u00e7as neurodegenerativas graves ou de les\u00f5es cerebrais. <\/span><\/p>","protected":false},"excerpt":{"rendered":"

Um estudo recente indica que os exames oftalmol\u00f3gicos com recurso a IA podem identificar a doen\u00e7a de Parkinson anos antes de os sintomas se manifestarem. O modelo de IA analisa exames de tomografia de coer\u00eancia \u00f3tica (OCT) de alta resolu\u00e7\u00e3o que produzem uma sec\u00e7\u00e3o transversal detalhada da retina at\u00e9 um mil\u00e9simo de mil\u00edmetro. Para treinar o modelo, os investigadores do Moorfields Eye Hospital e do UCL Institute of Ophthalmology utilizaram a IA para analisar o conjunto de dados AlzEye, uma base de dados global de imagens da retina. A equipa examinou dados de 154 830 pacientes com 40 anos ou mais que frequentaram hospitais oftalmol\u00f3gicos em Londres de 2008 a 2018 e dados do UK Biobank, incluindo 67 311 volunt\u00e1rios saud\u00e1veis com idade<\/p>","protected":false},"author":2,"featured_media":4517,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84,1],"tags":[203,166,204,105,101,329],"class_list":["post-4514","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","category-uncategorized","tag-biotech","tag-computer-vision","tag-healthcare","tag-machine-learning","tag-medtech","tag-retinal-scan"],"yoast_head":"\nAI eye scan yields excellent results for Parkinson\u2019s Disease early detection | DailyAI<\/title>\n<meta name=\"description\" content=\"Eye scans employing artificial intelligence could identify Parkinson's disease in individuals before symptoms manifest, a recent 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