{"id":85576,"date":"2021-06-12T13:54:11","date_gmt":"2021-06-12T11:54:11","guid":{"rendered":"https:\/\/ibecbarcelona.eu\/?p=85576"},"modified":"2021-06-23T13:53:54","modified_gmt":"2021-06-23T11:53:54","slug":"laprenentatge-automatic-aplicat-a-la-microscopia-accelera-el-processament-dimatges","status":"publish","type":"post","link":"https:\/\/ibecbarcelona.eu\/ca\/laprenentatge-automatic-aplicat-a-la-microscopia-accelera-el-processament-dimatges\/","title":{"rendered":"L\u2019aprenentatge autom\u00e0tic aplicat a la microsc\u00f2pia accelera el processament d\u2019imatges"},"content":{"rendered":"<p><img decoding=\"async\" class=\"wp-image-84819 alignleft lazyload\" data-src=\"https:\/\/ibecbarcelona.eu\/wp-content\/uploads\/2021\/06\/Dielectric-microscopy-500-2-300x266.jpg\" alt=\"\" width=\"454\" height=\"402\" data-srcset=\"https:\/\/ibecbarcelona.eu\/wp-content\/uploads\/2021\/06\/Dielectric-microscopy-500-2-300x266.jpg 300w, https:\/\/ibecbarcelona.eu\/wp-content\/uploads\/2021\/06\/Dielectric-microscopy-500-2-150x133.jpg 150w, https:\/\/ibecbarcelona.eu\/wp-content\/uploads\/2021\/06\/Dielectric-microscopy-500-2.jpg 500w\" data-sizes=\"(max-width: 454px) 100vw, 454px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 454px; --smush-placeholder-aspect-ratio: 454\/402;\" \/><\/p>\n<p>En aquest nou m\u00e8tode els investigadors han utilitzat un algorisme d&#8217;aprenentatge autom\u00e0tic que una vegada entrenat va ser capa\u00e7 de generar, en segons, un mapa de la composici\u00f3 bioqu\u00edmica de c\u00e8l\u00b7lules eucariotes a la nanoescala, a partir d&#8217;imatges el\u00e8ctriques obtingudes per microsc\u00f2pia de rastreig de for\u00e7a d\u2019alta pot\u00e8ncia. Aquest algorisme, conegut com a \u201cxarxa neuronal\u201d, imita la manera en qu\u00e8 operen les neurones del cervell hum\u00e0, i ha perm\u00e8s generar informaci\u00f3 del material biol\u00f2gic sense l&#8217;addici\u00f3 de subst\u00e0ncies externes a la mostra, un dels principals objectius en el camp de la biologia cel\u00b7lular.<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<blockquote><p>\u201c\u00c9s el primer estudi que proporciona un mapa de composici\u00f3 bioqu\u00edmica a nanoescala tan r\u00e0pid a partir de mesuraments diel\u00e8ctrics de c\u00e8l\u00b7lules eucariotes seques, que cl\u00e0ssicament es consideren extremadament dif\u00edcils de cartografiar causa de la seva complexa topografia tridimensional\u201d.<\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: right;\">Mart\u00ed Checa, investigador a l\u2019IBEC i primer autor de l\u2019estudi.<\/p>\n<\/blockquote>\n<div class=\"entry-content\">\n<p>Podeu llegir l\u2019article complet a la nostre web\u00a0<a href=\"https:\/\/ibecbarcelona.eu\/ca\/laprenentatge-automatic-redueix-el-temps-de-processament-de-dades-del-microscopi-de-mesos-a-nomes-segons\/\" target=\"_blank\" rel=\"noopener\">aqu\u00ed.<\/a><\/p>\n<p><strong>Algunes de les aparicions a premsa:<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/analyticalscience.wiley.com\/do\/10.1002\/was.00020342#.YMIx9WYJ2UI.twitter\" target=\"_blank\" rel=\"noopener\">Wiley Magazine<\/a><\/li>\n<li><a href=\"https:\/\/www.analyticsinsight.net\/how-is-machine-learning-reducing-microscopic-data-time-processing\/\" target=\"_blank\" rel=\"noopener\">Analytics Insight<\/a><\/li>\n<li><a href=\"https:\/\/nano-magazine.com\/news\/2021\/6\/9\/machine-learning-reduces-microscope-data-processing-time-from-months-to-just-seconds\" target=\"_blank\" rel=\"noopener\">Nano Magazine<\/a><\/li>\n<\/ul>\n<div class=\"ssba-classic-2 ssba ssbp-wrap left ssbp--theme-1\"><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<h3>Investigadors de l&#8217;IBEC han aconseguit reduir dr\u00e0sticament el temps de processament d&#8217;imatges de microsc\u00f2pia utilitzant eines d&#8217;aprenentatge autom\u00e0tic. Amb aquesta nova t\u00e8cnica han obtingut, en tan sols alguns segons, un mapa de la composici\u00f3 bioqu\u00edmica de les c\u00e8l\u00b7lules.<\/h3>\n","protected":false},"author":24,"featured_media":84819,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[99],"tags":[1114],"post_formats":[],"class_list":["post-85576","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ibec-als-mitjans","tag-gabriel-gomila-ca"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>L\u2019aprenentatge autom\u00e0tic aplicat a la microsc\u00f2pia accelera el processament d\u2019imatges - Institute for Bioengineering of Catalonia<\/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:\/\/ibecbarcelona.eu\/ca\/laprenentatge-automatic-aplicat-a-la-microscopia-accelera-el-processament-dimatges\/\" \/>\n<meta property=\"og:locale\" content=\"ca_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"L\u2019aprenentatge autom\u00e0tic aplicat a la microsc\u00f2pia accelera el processament d\u2019imatges - Institute for Bioengineering of Catalonia\" \/>\n<meta property=\"og:description\" content=\"Investigadors de l&#039;IBEC han aconseguit reduir dr\u00e0sticament el temps de processament d&#039;imatges de microsc\u00f2pia utilitzant eines d&#039;aprenentatge autom\u00e0tic. Amb aquesta nova t\u00e8cnica han obtingut, en tan sols alguns segons, un mapa de la composici\u00f3 bioqu\u00edmica de les c\u00e8l\u00b7lules.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/ibecbarcelona.eu\/ca\/laprenentatge-automatic-aplicat-a-la-microscopia-accelera-el-processament-dimatges\/\" \/>\n<meta property=\"og:site_name\" content=\"Institute for Bioengineering of Catalonia\" \/>\n<meta property=\"article:published_time\" content=\"2021-06-12T11:54:11+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2021-06-23T11:53:54+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/ibecbarcelona.eu\/wp-content\/uploads\/2021\/06\/Dielectric-microscopy-500-2.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"500\" \/>\n\t<meta property=\"og:image:height\" content=\"443\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Bia Moreno\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Escrit per\" \/>\n\t<meta name=\"twitter:data1\" content=\"Bia Moreno\" \/>\n\t<meta name=\"twitter:label2\" content=\"Temps estimat de lectura\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minut\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/ibecbarcelona.eu\\\/ca\\\/laprenentatge-automatic-aplicat-a-la-microscopia-accelera-el-processament-dimatges\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/ibecbarcelona.eu\\\/ca\\\/laprenentatge-automatic-aplicat-a-la-microscopia-accelera-el-processament-dimatges\\\/\"},\"author\":{\"name\":\"Bia Moreno\",\"@id\":\"https:\\\/\\\/ibecbarcelona.eu\\\/#\\\/schema\\\/person\\\/b553413d524d76a399e659509449f8ec\"},\"headline\":\"L\u2019aprenentatge autom\u00e0tic aplicat a la microsc\u00f2pia accelera el processament d\u2019imatges\",\"datePublished\":\"2021-06-12T11:54:11+00:00\",\"dateModified\":\"2021-06-23T11:53:54+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/ibecbarcelona.eu\\\/ca\\\/laprenentatge-automatic-aplicat-a-la-microscopia-accelera-el-processament-dimatges\\\/\"},\"wordCount\":205,\"publisher\":{\"@id\":\"https:\\\/\\\/ibecbarcelona.eu\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/ibecbarcelona.eu\\\/ca\\\/laprenentatge-automatic-aplicat-a-la-microscopia-accelera-el-processament-dimatges\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/ibecbarcelona.eu\\\/wp-content\\\/uploads\\\/2021\\\/06\\\/Dielectric-microscopy-500-2.jpg\",\"keywords\":[\"Gabriel Gomila\"],\"articleSection\":[\"IBEC als mitjans\"],\"inLanguage\":\"ca\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/ibecbarcelona.eu\\\/ca\\\/laprenentatge-automatic-aplicat-a-la-microscopia-accelera-el-processament-dimatges\\\/\",\"url\":\"https:\\\/\\\/ibecbarcelona.eu\\\/ca\\\/laprenentatge-automatic-aplicat-a-la-microscopia-accelera-el-processament-dimatges\\\/\",\"name\":\"L\u2019aprenentatge autom\u00e0tic aplicat a la microsc\u00f2pia accelera el processament d\u2019imatges - 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