{"id":24645,"date":"2024-09-05T19:16:05","date_gmt":"2024-09-05T17:16:05","guid":{"rendered":"https:\/\/semmelweis.hu\/emk\/?p=24645"},"modified":"2025-02-27T19:26:51","modified_gmt":"2025-02-27T18:26:51","slug":"a-transzfertanulas-galambok-korszovettani-kepeken-felismerik-a-rakos-elvaltozast","status":"publish","type":"post","link":"https:\/\/semmelweis.hu\/emk\/2024\/09\/05\/a-transzfertanulas-galambok-korszovettani-kepeken-felismerik-a-rakos-elvaltozast\/","title":{"rendered":"A transzfertanul\u00e1ssal magyar\u00e1zhat\u00f3 a galambok azon k\u00e9pess\u00e9ge, hogy k\u00f3rsz\u00f6vettani k\u00e9peken felismerik a r\u00e1kos elv\u00e1ltoz\u00e1st"},"content":{"rendered":"<p style=\"text-align: justify\"><span style=\"font-weight: 400\">R\u00e9g\u00f3ta foglalkoztatja a tudom\u00e1nyos k\u00f6z\u00f6ss\u00e9get a <\/span><b>galambok <\/b><span style=\"font-weight: 400\">azon k\u00e9pess\u00e9ge, hogy sz\u00f6vettani k\u00e9peken k\u00e9pesek felismerni a r\u00e1kos sejteket. A <\/span><b>Bioinspiration &amp; Biomimetics <\/b><span style=\"font-weight: 400\">foly\u00f3iratban 2024. augusztus\u00e1ban publik\u00e1lt tanulm\u00e1nyban magyar kutat\u00f3k <\/span><span style=\"font-weight: 400\">\u2012<\/span><span style=\"font-weight: 400\"> k\u00f6zt\u00fck int\u00e9zet\u00fcnk k\u00e9t szak\u00e9rt\u0151je: <\/span><b>B\u00e1skay J\u00e1nos<\/b><span style=\"font-weight: 400\"> \u00e9s <\/span><b>dr. Pollner P\u00e9ter<\/b><span style=\"font-weight: 400\"> \u2012<\/span><span style=\"font-weight: 400\"> arra kerest\u00e9k a v\u00e1laszt, hogy a galambok rep\u00fcl\u00e9s k\u00f6zben szerzett vizu\u00e1lis tapasztalatai hozz\u00e1j\u00e1rulhatnak-e ehhez a k\u00e9pess\u00e9ghez.\u00a0<\/span><\/p>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">A kutat\u00f3k azt vizsg\u00e1lt\u00e1k, <\/span><b>hogyan k\u00e9pesek az \u00e1llatok a mindennapokban szerzett tapasztalataikat felhaszn\u00e1lni l\u00e1tsz\u00f3lag lehetetlen feladatok megold\u00e1s\u00e1ra<\/b><span style=\"font-weight: 400\">. Ez a k\u00e9pess\u00e9g egyfajta \u201especifikus intelligenci\u00e1t\u201d mutat, amely az \u00e9l\u0151l\u00e9nyek alkalmazkod\u00f3k\u00e9pess\u00e9g\u00e9re \u00e9p\u00fcl. Ennek alapj\u00e1n a kutat\u00f3k mad\u00e1rt\u00e1vlatb\u00f3l k\u00e9sz\u00edtett l\u00e9gi k\u00e9peket haszn\u00e1ltak g\u00e9pi tanul\u00e1si modellek el\u0151zetes tan\u00edt\u00e1s\u00e1ra.\u00a0<\/span><\/p>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">A <\/span><b>\u201emad\u00e1rt\u00e1vlat\u00fa transzfertanul\u00e1s\u201d<\/b><span style=\"font-weight: 400\"> koncepci\u00f3j\u00e1t a szerz\u0151k egy sz\u00e1m\u00edt\u00f3g\u00e9pes l\u00e1t\u00e1s alap\u00fa patol\u00f3giai keretrendszerben alkalmazt\u00e1k; ugyanazokon a k\u00e9peken \u00e9s feladatokon tan\u00edtott\u00e1k \u00e9s tesztelt\u00e9k az<\/span><b> MI-modellek<\/b><span style=\"font-weight: 400\">et, amelyeket a galambok is l\u00e1ttak. Az eredm\u00e9nyek azt mutatt\u00e1k, hogy a mad\u00e1rt\u00e1vlat\u00fa el\u0151k\u00e9pz\u00e9s eredm\u00e9nyek\u00e9ppen az MI-modellek teljes\u00edtm\u00e9nye szorosan illeszkedik a galambok\u00e9hoz.\u00a0<\/span><\/p>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">A kutat\u00e1s egyedi kapcsolatot hozott l\u00e9tre a biomimetika, a transzfertanul\u00e1s \u00e9s a digit\u00e1lis patol\u00f3gia ter\u00fcletei k\u00f6z\u00f6tt. A tanulm\u00e1ny egy olyan m\u00f3dszer alapjait is lefekteti, amely a term\u00e9szetben tal\u00e1lhat\u00f3 mint\u00e1zatok hasonl\u00f3s\u00e1gait kihaszn\u00e1lva seg\u00edthet g\u00e9pi tanul\u00e1si modellek hat\u00e9konyabb betan\u00edt\u00e1s\u00e1ban.<\/span><\/p>\n<div class=\"fontos_div w-100\">\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">A teljes cikk ezen a linken el\u00e9rhet\u0151: <\/span><a href=\"https:\/\/iopscience.iop.org\/article\/10.1088\/1748-3190\/ad6825\" target=\"_blank\" rel=\"noopener\"><b>Transfer learning may explain pigeons&#8217; ability to detect cancer in histopathology<\/b><\/a><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>R\u00e9g\u00f3ta foglalkoztatja a tudom\u00e1nyos k\u00f6z\u00f6ss\u00e9get a galambok azon k\u00e9pess\u00e9ge, hogy sz\u00f6vettani k\u00e9peken k\u00e9pesek felismerni a r\u00e1kos sejteket. A Bioinspiration &amp; Biomimetics foly\u00f3iratban 2024. augusztus\u00e1ban publik\u00e1lt tanulm\u00e1nyban magyar kutat\u00f3k \u2012 k\u00f6zt\u00fck int\u00e9zet\u00fcnk k\u00e9t szak\u00e9rt\u0151je: B\u00e1skay J\u00e1nos \u00e9s dr. Pollner P\u00e9ter \u2012 arra kerest\u00e9k a v\u00e1laszt, hogy a galambok rep\u00fcl\u00e9s k\u00f6zben szerzett vizu\u00e1lis tapasztalatai hozz\u00e1j\u00e1rulhatnak-e ehhez a &hellip;<\/p>\n","protected":false},"author":102350,"featured_media":24647,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[6],"tags":[671,294,673],"class_list":["post-24645","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-hirek","tag-bioinspiration-biomimetics","tag-mesterseges-intelligencia","tag-trandszertanulas"],"acf":[],"_links":{"self":[{"href":"https:\/\/semmelweis.hu\/emk\/wp-json\/wp\/v2\/posts\/24645","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/semmelweis.hu\/emk\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/semmelweis.hu\/emk\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/semmelweis.hu\/emk\/wp-json\/wp\/v2\/users\/102350"}],"replies":[{"embeddable":true,"href":"https:\/\/semmelweis.hu\/emk\/wp-json\/wp\/v2\/comments?post=24645"}],"version-history":[{"count":1,"href":"https:\/\/semmelweis.hu\/emk\/wp-json\/wp\/v2\/posts\/24645\/revisions"}],"predecessor-version":[{"id":24646,"href":"https:\/\/semmelweis.hu\/emk\/wp-json\/wp\/v2\/posts\/24645\/revisions\/24646"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/semmelweis.hu\/emk\/wp-json\/wp\/v2\/media\/24647"}],"wp:attachment":[{"href":"https:\/\/semmelweis.hu\/emk\/wp-json\/wp\/v2\/media?parent=24645"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/semmelweis.hu\/emk\/wp-json\/wp\/v2\/categories?post=24645"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/semmelweis.hu\/emk\/wp-json\/wp\/v2\/tags?post=24645"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}