{"id":4381,"date":"2022-10-14T15:20:45","date_gmt":"2022-10-14T20:20:45","guid":{"rendered":"https:\/\/academia.utp.edu.co\/sneia\/?p=4381"},"modified":"2024-02-08T21:11:22","modified_gmt":"2024-02-09T02:11:22","slug":"un-nuevo-clasificador-practico-para-el-diagnostico-objetivo-de-la-enfermedad-de-alzheimer-por-medio-de-imagenes-de-resonancia-magnetica-estructurales-utilizando-deeplearning","status":"publish","type":"post","link":"https:\/\/academia.utp.edu.co\/sneia\/un-nuevo-clasificador-practico-para-el-diagnostico-objetivo-de-la-enfermedad-de-alzheimer-por-medio-de-imagenes-de-resonancia-magnetica-estructurales-utilizando-deeplearning\/","title":{"rendered":"Un nuevo clasificador pr\u00e1ctico para el diagn\u00f3stico objetivo de la enfermedad de Alzheimer por medio de im\u00e1genes de resonancia magn\u00e9tica estructurales utilizando DeepLearning."},"content":{"rendered":"<figure class=\"wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"685\" height=\"937\" src=\"https:\/\/academia.utp.edu.co\/sneia\/files\/2022\/10\/aaaaa.png\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"\" style=\"object-fit:cover;\" srcset=\"https:\/\/academia.utp.edu.co\/sneia\/files\/2022\/10\/aaaaa.png 685w, https:\/\/academia.utp.edu.co\/sneia\/files\/2022\/10\/aaaaa-219x300.png 219w\" sizes=\"auto, (max-width: 685px) 100vw, 685px\" \/><\/figure>\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Los algoritmos de <strong><em>Deep Learning <\/em><\/strong>no contaban con mucho \u00e9xito en la detecci\u00f3n de des\u00f3rdenes mentales tales como, por ejemplo, el <em>Alzheimer<\/em>; Sin embargo, este mes (<em>Octubre de 2022<\/em>) hemos tenido un avance notorio en este problema.<\/p>\n\n\n\n<p>Podr\u00edamos decir que, hasta la fecha, algunas de las principales aplicaciones en el campo m\u00e9dico de los <strong><em>algoritmos basados en Deep Learning <\/em><\/strong>se limitaban a detectar <strong>tumores y lesiones<\/strong>.<\/p>\n\n\n\n<p>Los autores de este trabajo han logrado construir un <strong>clasificador basado en <em>Deep Learning<\/em><\/strong>, el cu\u00e1l facilita el diagn\u00f3stico de <em>Alzheimer <\/em>a partir de <em><strong>im\u00e1genes estructurales de resonancia magn\u00e9tica<\/strong><\/em>. Esto se logr\u00f3 con la ayuda de t\u00e9cnicas como lo es el <strong><em>Deep Learning\/Transfer-Learning <\/em><\/strong>y, tambi\u00e9n, <strong>construyendo una base de datos de un tama\u00f1o y diversidad sin precedentes<\/strong>.<\/p>\n\n\n\n<p>Gran parte de estas <em>bases de datos <\/em>est\u00e1n abiertas a la comunidad neuroinform\u00e1tica mundial, esto con el \u00fanico prop\u00f3sito de que <strong>la humanidad avance en el estudio y comprensi\u00f3n del cerebro humano<\/strong>.<\/p>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button aligncenter is-style-outline is-style-outline--1\"><a class=\"wp-block-button__link\" href=\"https:\/\/journalofbigdata.springeropen.com\/articles\/10.1186\/s40537-022-00650-y\" target=\"_blank\" rel=\"noreferrer noopener\">Leer m\u00e1s al respecto<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Un avance muy importante en el uso de Deep Learning para la detecci\u00f3n de Alzheimer.<\/p>\n","protected":false},"author":1571,"featured_media":4391,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[541],"tags":[411,421],"class_list":["post-4381","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-noticias-inteligencia-artificial","tag-deep-learning","tag-inteligencia-artificial"],"uagb_featured_image_src":{"full":["https:\/\/academia.utp.edu.co\/sneia\/files\/2022\/10\/aaaaa.png",685,937,false],"thumbnail":["https:\/\/academia.utp.edu.co\/sneia\/files\/2022\/10\/aaaaa-150x150.png",150,150,true],"medium":["https:\/\/academia.utp.edu.co\/sneia\/files\/2022\/10\/aaaaa-219x300.png",219,300,true],"medium_large":["https:\/\/academia.utp.edu.co\/sneia\/files\/2022\/10\/aaaaa.png",685,937,false],"large":["https:\/\/academia.utp.edu.co\/sneia\/files\/2022\/10\/aaaaa.png",685,937,false],"1536x1536":["https:\/\/academia.utp.edu.co\/sneia\/files\/2022\/10\/aaaaa.png",685,937,false],"2048x2048":["https:\/\/academia.utp.edu.co\/sneia\/files\/2022\/10\/aaaaa.png",685,937,false]},"uagb_author_info":{"display_name":"jrivera","author_link":"https:\/\/academia.utp.edu.co\/sneia\/author\/jrivera\/"},"uagb_comment_info":0,"uagb_excerpt":"Un avance muy importante en el uso de Deep Learning para la detecci\u00f3n de Alzheimer.","_links":{"self":[{"href":"https:\/\/academia.utp.edu.co\/sneia\/wp-json\/wp\/v2\/posts\/4381","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/academia.utp.edu.co\/sneia\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/academia.utp.edu.co\/sneia\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/academia.utp.edu.co\/sneia\/wp-json\/wp\/v2\/users\/1571"}],"replies":[{"embeddable":true,"href":"https:\/\/academia.utp.edu.co\/sneia\/wp-json\/wp\/v2\/comments?post=4381"}],"version-history":[{"count":1,"href":"https:\/\/academia.utp.edu.co\/sneia\/wp-json\/wp\/v2\/posts\/4381\/revisions"}],"predecessor-version":[{"id":4401,"href":"https:\/\/academia.utp.edu.co\/sneia\/wp-json\/wp\/v2\/posts\/4381\/revisions\/4401"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/academia.utp.edu.co\/sneia\/wp-json\/wp\/v2\/media\/4391"}],"wp:attachment":[{"href":"https:\/\/academia.utp.edu.co\/sneia\/wp-json\/wp\/v2\/media?parent=4381"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/academia.utp.edu.co\/sneia\/wp-json\/wp\/v2\/categories?post=4381"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/academia.utp.edu.co\/sneia\/wp-json\/wp\/v2\/tags?post=4381"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}