{"id":2718,"date":"2024-07-26T13:36:00","date_gmt":"2024-07-26T11:36:00","guid":{"rendered":"https:\/\/prueba.esclerosismultiplegalicia.org\/?p=2718"},"modified":"2025-09-05T16:07:54","modified_gmt":"2025-09-05T14:07:54","slug":"profesionais-da-investigacion-en-galicia-estudan-como-usar-a-ia-para-predecir-a-evolucion-da-em","status":"publish","type":"post","link":"http:\/\/esclerosismultiplegalicia.org\/index.php\/2024\/07\/26\/profesionais-da-investigacion-en-galicia-estudan-como-usar-a-ia-para-predecir-a-evolucion-da-em\/","title":{"rendered":"Profesionais da investigaci\u00f3n en Galicia estudan como usar a IA para predecir a evoluci\u00f3n da EM"},"content":{"rendered":"\n

O uso de intelixencia artificial permite predecir con gran precisi\u00f3n a evoluci\u00f3n da Esclerose M\u00faltiple a 10 anos, optimizando tratamentos e mellorando a calidade de vida das persoas.<\/em><\/h3>\n\n\n\n

O grupo de Investigaci\u00f3n Traslacional en Enfermidades Neurol\u00f3xicas<\/strong> (ITEN) do IDIS (Santiago) e o IIS Galicia Sur<\/strong> (Vigo) colaboran nun innovador estudo sobre a Esclerose M\u00faltiple (EM) e a s\u00faa evoluci\u00f3n utilizando a intelixencia artificial<\/strong> (IA), que acaba de ser publicado na prestixiosa revista cient\u00edfica Plos One<\/strong><\/em>.<\/p>\n\n\n\n

A trav\u00e9s dos datos obtidos da primeira resonancia magn\u00e9tica de persoas con EM do Servizo de Neurolox\u00eda do Hospital Cl\u00ednico de Santiago de Compostela<\/strong>, o estudo emprega a IA para predecir a evoluci\u00f3n da EM nestas persoas a 10 anos cunha precisi\u00f3n pr\u00f3xima so 90%<\/strong>. A investigaci\u00f3n analizou un total de 446 rexistros de pacientes con ao menos un ano de seguimento. Este modelo de aprendizaxe autom\u00e1tica predice a progresi\u00f3n da discapacidade en persoas con EM utilizando datos de resonancia magn\u00e9tica basal<\/strong> ou inicial (MRI) e avaliaci\u00f3ns cl\u00ednicas<\/strong> coa ‘Escala ampliada do estado de discapacidade’.<\/p>\n\n\n\n

“O traballo prop\u00f3n novos modelos para describir a progresi\u00f3n dos pacientes con programas de IA que predicen as s\u00faas traxectorias usando estes descritores e, ademais, ofr\u00e9cenos unha idea de que factores contrib\u00faen a dita evoluci\u00f3n, como a idade de debut ou as lesi\u00f3ns”, explica Silvia Campanioni<\/strong>, primeira autora do estudo. Deste modo, a investigaci\u00f3n permitir\u00e1 optimizar a posolox\u00eda<\/strong> dos tratamentos da Esclerose M\u00faltiple en canto a dose e duraci\u00f3n do tratamento, as\u00ed como optimizar a s\u00faa aplicaci\u00f3n en funci\u00f3n do perfil de cada persoa, mellorando a s\u00faa traxectoria mediante o uso de predictores de machine learning<\/em> personalizados.<\/p>\n\n\n\n

Idade de debut e lesi\u00f3ns cerebrais<\/strong><\/h3>\n\n\n\n

Entre os resultados<\/strong> m\u00e1is destacados, o estudo identificou que a “idade de debut” \u00e9 unha das caracter\u00edsticas m\u00e1is influ\u00edntes para os modelos regresores desenvolvidos. Ademais, o n\u00famero de lesi\u00f3ns cerebrais maiores ou iguais a nove na resonancia magn\u00e9tica inicial resultou ser a variable m\u00e1is influ\u00ednte nas decisi\u00f3ns do modelo clasificador.<\/p>\n\n\n\n

A Esclerose M\u00faltiple \u00e9 unha enfermidade inflamatoria e neurodexenerativa cr\u00f3nica que provoca desmielinizaci\u00f3n e acumulaci\u00f3n de discapacidade a longo prazo. A activaci\u00f3n autorreactiva da inmunidade adaptativa xoga un papel protagonista na EM. A\u00ednda que se desco\u00f1ece a causa<\/strong> exacta que a desencadea, ap\u00fantase a unha interacci\u00f3n entre xens e factores de risco ambientais, virais e de estilo de vida.<\/p>\n\n\n\n

O atlas de EM 2020 mostra que existen arredor de 3.800 persoas diagnosticadas en Galicia<\/strong> e 55.000 en Espa\u00f1a, cunha prevalencia do 75% en mulleres<\/strong> e unha media de diagn\u00f3stico aos 32 anos<\/strong>.<\/p>\n\n\n\n

Ler a noticia completa en Quincemil<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"

O uso de intelixencia artificial permite predecir con gran precisi\u00f3n… Ler m\u00e1is sobre Profesionais da investigaci\u00f3n en Galicia estudan como usar a IA para predecir a evoluci\u00f3n da EM<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"footnotes":""},"categories":[103],"tags":[102],"class_list":["post-2718","post","type-post","status-publish","format-standard","hentry","category-novas","tag-investigacion"],"yoast_head":"\nProfesionais da investigaci\u00f3n en Galicia estudan como usar a IA para predecir a evoluci\u00f3n da EM - FEGADEM<\/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:\/\/esclerosismultiplegalicia.org\/index.php\/2024\/07\/26\/profesionais-da-investigacion-en-galicia-estudan-como-usar-a-ia-para-predecir-a-evolucion-da-em\/\" \/>\n<meta property=\"og:locale\" content=\"gl_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Profesionais da investigaci\u00f3n en Galicia estudan como usar a IA para predecir a evoluci\u00f3n da EM - 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