{"id":26944,"date":"2026-09-27T19:57:23","date_gmt":"2026-09-27T17:57:23","guid":{"rendered":"https:\/\/www.itspy.cz\/thesis\/metody-hlbokeho-ucenia-na-spracovanie-histologickych-obrazov\/"},"modified":"2026-10-23T13:48:29","modified_gmt":"2026-10-23T11:48:29","slug":"metody-hlbokeho-ucenia-na-spracovanie-histologickych-obrazov","status":"publish","type":"thesis","link":"https:\/\/www.itspy.cz\/sk\/thesis\/metody-hlbokeho-ucenia-na-spracovanie-histologickych-obrazov\/","title":{"rendered":"Met\u00f3dy hlbok\u00e9ho u\u010denia na spracovanie histologick\u00fdch obrazov"},"content":{"rendered":"<p>Ke\u010f lek\u00e1r sk\u00fama vzorku tkaniva, pracuje s obr\u00e1zkom, ktor\u00fd<br \/>\nm\u00e1 stovky tis\u00edc pixelov. Umel\u00e1 inteligencia dnes tak\u00fdto<br \/>\nobr\u00e1zok rozstrih\u00e1 na tis\u00edce mal\u00fdch dla\u017ed\u00edc, ka\u017ed\u00fa pos\u00fadi<br \/>\nzvl\u00e1\u0161\u0165 a v\u00fdsledky spriemeruje. Pr\u00e1ve t\u00fdm sa str\u00e1ca to, na<br \/>\n\u010do sa patol\u00f3g pozer\u00e1 najviac, ako jednotliv\u00e9 oblasti<br \/>\nnavz\u00e1jom s\u00favisia. Presnej\u0161ie, kde n\u00e1dor kon\u010d\u00ed, ak\u00e9 tkanivo<br \/>\nho obklopuje a ktor\u00e9 \u010dasti patria k sebe. Navy\u0161e tak\u00fdto<br \/>\nmodel nedok\u00e1\u017ee vysvetli\u0165, pre\u010do rozhodol tak, ako rozhodol,<br \/>\na preto sa v ambulancii nesmie pou\u017ei\u0165.<\/p>\n<p>Na\u0161a pr\u00e1ca u\u010d\u00ed model nach\u00e1dza\u0165 tieto s\u00favislosti s\u00e1m, bez<br \/>\ntoho, aby mu niekto povedal diagn\u00f3zu, a zakres\u013eoval ich<br \/>\npriamo do sn\u00edmky. Patol\u00f3g tak vid\u00ed, na \u010do sa model pozeral,<br \/>\na m\u00f4\u017ee to overi\u0165. V praxi to m\u00f4\u017ee znamena\u0165 zobrazenie \u0165a\u017eko<br \/>\nvidite\u013en\u00fdch vz\u0165ahov v tkanive \u010di r\u00fdchlej\u0161iu a lep\u0161ie<br \/>\nzd\u00f4vodnen\u00fa diagnostiku. Pre pacienta to m\u00f4\u017ee znamena\u0165 sk\u00f4r<br \/>\nza\u010dat\u00fa a presnej\u0161ie zvolen\u00fa lie\u010dbu.<\/p>\n","protected":false},"featured_media":26761,"template":"","meta":{"_acf_changed":false,"_links_to":"","_links_to_target":""},"university":[211,209],"thesis-year":[468],"class_list":["post-26944","thesis","type-thesis","status-publish","has-post-thumbnail","hentry","thesis-year-468"],"acf":{"autor":"Patrik Kozl\u00edk","portret":"","vedouci":"prof. Ing. Vanda Bene\u0161ov\u00e1, PhD."},"_links":{"self":[{"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/thesis\/26944","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/thesis"}],"about":[{"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/types\/thesis"}],"version-history":[{"count":1,"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/thesis\/26944\/revisions"}],"predecessor-version":[{"id":27109,"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/thesis\/26944\/revisions\/27109"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/media\/26761"}],"wp:attachment":[{"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/media?parent=26944"}],"wp:term":[{"taxonomy":"university","embeddable":true,"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/university?post=26944"},{"taxonomy":"thesis-year","embeddable":true,"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/thesis-year?post=26944"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}