{"id":20315,"date":"2025-10-05T10:56:13","date_gmt":"2025-10-05T08:56:13","guid":{"rendered":"https:\/\/thesmartcityjournal.cibeles.net\/sin-categorizar\/inteligencia-artificial-para-dar-sentido-a-grandes-cantidades-de-datos-biomedicos\/"},"modified":"2025-10-05T11:01:10","modified_gmt":"2025-10-05T09:01:10","slug":"inteligencia-artificial-para-dar-sentido-a-grandes-cantidades-de-datos-biomedicos","status":"publish","type":"post","link":"https:\/\/www.thesmartcityjournal.com\/es\/healthtech\/inteligencia-artificial-para-dar-sentido-a-grandes-cantidades-de-datos-biomedicos","title":{"rendered":"Inteligencia artificial para dar sentido a grandes cantidades de datos biom\u00e9dicos"},"content":{"rendered":"

Un equipo de investigadores ide\u00f3 nuevas herramientas de inteligencia artificial para convertir grandes cantidades de datos m\u00e9dicos en informaci\u00f3n pr\u00e1ctica<\/span><\/i><\/p>\n

Genomas, proteomas, metabolomas, exposomas\u2026 en lo que respecta a las c\u00e9lulas y los tejidos humanos, los datos abundan. La pregunta es: \u00bfqu\u00e9 hacer con ellos?<\/span><\/p>\n

\u00abContamos con cantidades ingentes de datos, pero los m\u00e9todos actuales para analizarlos son limitados \u2014explica Natasa Przulj(se abrir\u00e1 en una nueva ventana), catedr\u00e1tica de Bioinform\u00e1tica en la Universidad Mohamed bin Zayed de Inteligencia Artificial(se abrir\u00e1 en una nueva ventana), en Abu Dabi\u2014. Esto dificulta sobremanera que la comunidad cient\u00edfica y m\u00e9dica pueda emplear eficazmente estos datos en la pr\u00e1ctica\u00bb.<\/span><\/p>\n

La inteligencia artificial (IA) podr\u00eda ser la clave.<\/h2>\n

Gracias al respaldo del proyecto ICON-BIO(se abrir\u00e1 en una nueva ventana), financiado con fondos europeos, Przulj ha desarrollado m\u00e9todos avanzados de IA capaces de integrar grandes cantidades de datos y transformarlos en informaci\u00f3n pr\u00e1ctica que puede mejorar los tratamientos m\u00e9dicos.<\/span><\/p>\n

De los datos al tratamiento de enfermedades<\/h2>\n

En el marco del proyecto, financiado por el Consejo Europeo de Investigaci\u00f3n(se abrir\u00e1 en una nueva ventana), se desarrollaron satisfactoriamente diferentes m\u00e9todos de IA que pueden ayudar a tratar distintas afecciones como, por ejemplo, varios tipos de c\u00e1ncer, la COVID-19 y la enfermedad de Parkinson.<\/span><\/p>\n

Las soluciones est\u00e1n dise\u00f1adas para avanzar en la personalizaci\u00f3n de la medicina. Por ejemplo, varios algoritmos han posibilitado descubrir nuevos biomarcadores y posibles dianas farmacol\u00f3gicas. Tambi\u00e9n se pueden emplear para estratificar a los pacientes en subgrupos seg\u00fan sus necesidades individuales de tratamiento.<\/span><\/p>\n

\u00abAl crear m\u00e9todos de IA de \u00faltima generaci\u00f3n para la medicina de precisi\u00f3n, nuestro trabajo est\u00e1 mejorando la atenci\u00f3n sanitaria para todos\u00bb, comenta Przulj.<\/span><\/p>\n

La simplicidad es la clave para usar m\u00e9todos de IA<\/h2>\n

El proyecto ICON-BIO destaca no solo por ser uno de los primeros en desarrollar nuevos m\u00e9todos de IA para la fusi\u00f3n de datos multi\u00f3micos, sino tambi\u00e9n por su apuesta por la simplicidad.<\/span><\/p>\n

\u00abNos dimos cuenta muy pronto que cuanto m\u00e1s complejo es un m\u00e9todo de IA, este resulta menos comprensible y, por ende, menos \u00fatil en la pr\u00e1ctica \u2014agrega Przulj\u2014. Al mantener la sencillez de nuestras soluciones, nos aseguramos de que los usuarios puedan entender mejor los datos disponibles y aprovecharlos de manera controlada y sostenible\u00bb.<\/span><\/p>\n

Los m\u00e9todos de IA del proyecto no son solo explicables y f\u00e1ciles de usar, sino que tambi\u00e9n son soluciones sostenibles gracias a su uso eficiente de datos y energ\u00eda.<\/span><\/p>\n

Inspirar a las futuras generaciones de investigadoras y cient\u00edficas<\/h2>\n

Przulj trabaja ahora en el desarrollo de m\u00e9todos de IA a\u00fan m\u00e1s sofisticados, capaces de llevar la utilizaci\u00f3n de los datos m\u00e9dicos hasta el usuario final. Como parte de este trabajo, Przulj se propone integrar sus m\u00e9todos en una plataforma inform\u00e1tica de descubrimiento de f\u00e1rmacos de precisi\u00f3n para la industria. Una vez finalizada, la plataforma se podr\u00e1 aplicar a diferentes \u00e1mbitos de la medicina de precisi\u00f3n y la farmacolog\u00eda, incluido el descubrimiento de f\u00e1rmacos, dianas farmacol\u00f3gicas y biomarcadores.<\/span><\/p>\n

Pero el legado de ICON-BIO va mucho m\u00e1s all\u00e1 de sus resultados cient\u00edficos. \u00abComo iniciativa liderada por mujeres, espero que nuestro trabajo inspire a futuras generaciones de mujeres a incorporarse al trepidante y apasionante campo de la IA en biomedicina\u00bb, concluye Przulj.<\/span><\/p>\n

La investigadora subraya que el \u00e9xito del proyecto no habr\u00eda sido posible sin la colaboraci\u00f3n de su excepcional equipo cient\u00edfico, entre los que figura Noel-Malod Dognin, cient\u00edfico experimentado de su laboratorio.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

Un equipo de investigadores ide\u00f3 nuevas herramientas de inteligencia artificial para convertir grandes cantidades de datos m\u00e9dicos en informaci\u00f3n pr\u00e1ctica Genomas, proteomas, metabolomas, exposomas\u2026 en lo que respecta a las c\u00e9lulas y los tejidos humanos, los datos abundan. La pregunta es: \u00bfqu\u00e9 hacer con ellos? \u00abContamos con cantidades ingentes de datos, pero los m\u00e9todos actuales\u2026<\/p>\n","protected":false},"author":2,"featured_media":20314,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_scj_primary_category_id":91,"_scj_featured":false,"_scj_featured_from":"","_scj_featured_until":"","_scj_featured_order":0,"_scj_visibility_class":"current","_scj_layout_family":"standard","_scj_article_style":"","_scj_display_overrides":[],"_scj_intro_image_id":20314,"_scj_intro_alt":"Inteligencia artificial para dar sentido a grandes cantidades de datos biom\u00e9dicos","_scj_intro_caption":"","_scj_intro_class":"","_scj_intro_float":"","_scj_full_image_id":20314,"_scj_full_alt":"Inteligencia artificial para dar sentido a grandes cantidades de datos biom\u00e9dicos","_scj_full_caption":"","_scj_full_class":"","_scj_full_float":"","_scj_media_type":"","_scj_media_provider":"","_scj_media_external_id":"","_scj_media_url":"","_scj_media_poster_id":0,"_scj_media_width":0,"_scj_media_height":0,"_scj_media_aspect_ratio":"","_scj_media_description":"","_scj_gallery_items":[],"_scj_related_post_ids":[],"_scj_additional_authors":[],"scj_layout_family":"standard","scj_media_provider":"","scj_media_url":"","scj_full_caption":"","footnotes":""},"categories":[91],"tags":[2159,172,182,302],"class_list":["post-20315","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-healthtech","tag-biomedicina","tag-inteligencia-artificial","tag-investigacion","tag-medicina-de-precision"],"yoast_head":"\nInteligencia artificial para dar sentido a grandes cantidades de datos biom\u00e9dicos - thesmartcityjournal.com<\/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:\/\/www.thesmartcityjournal.com\/es\/healthtech\/inteligencia-artificial-para-dar-sentido-a-grandes-cantidades-de-datos-biomedicos\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Inteligencia artificial para dar sentido a grandes cantidades de datos biom\u00e9dicos - thesmartcityjournal.com\" \/>\n<meta property=\"og:description\" content=\"Un equipo de investigadores ide\u00f3 nuevas herramientas de inteligencia artificial para convertir grandes cantidades de datos m\u00e9dicos en informaci\u00f3n pr\u00e1ctica Genomas, proteomas, metabolomas, exposomas\u2026 en lo que respecta a las c\u00e9lulas y los tejidos humanos, los datos abundan. 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