{"id":860,"date":"2026-03-11T11:31:20","date_gmt":"2026-03-11T10:31:20","guid":{"rendered":"https:\/\/odas.ujep.cz\/?p=860"},"modified":"2026-03-11T11:31:20","modified_gmt":"2026-03-11T10:31:20","slug":"tym-z-odas-uspel-na-hackathonu-verejne-spravy-hackujstat-cz","status":"publish","type":"post","link":"https:\/\/odas.ujep.cz\/en\/2026\/03\/11\/tym-z-odas-uspel-na-hackathonu-verejne-spravy-hackujstat-cz\/","title":{"rendered":"T\u00fdm z ODAS usp\u011bl na hackathonu ve\u0159ejn\u00e9 spr\u00e1vy Hackujstat.cz"},"content":{"rendered":"

Ve dnech 6.\u20137. b\u0159ezna 2026 se v s\u00eddle Nejvy\u0161\u0161\u00edho kontroln\u00edho \u00fa\u0159adu v Praze uskute\u010dnilo celost\u00e1tn\u00ed fin\u00e1le studentsk\u00e9 sout\u011b\u017ee Hackathon ve\u0159ejn\u00e9 spr\u00e1vy ver. 7.1 <\/strong>(Hackujstat.cz<\/a>). T\u00fdm z katedry informatiky P\u0159F UJEP zde z\u00edskal 2. m\u00edsto<\/strong> v kategorii p\u016fvodn\u00edch projekt\u016f. \u010cleny t\u00fdmu byli Martin Zeman, Pavel Falta, Jakub Nov\u00e1k, Filip Patera a Roman Vyshomyrskyi.<\/p>\n\n\n\n

\u010clenov\u00e9 t\u00fdmu byli do fin\u00e1lov\u00e9ho kola pozv\u00e1ni na z\u00e1klad\u011b p\u0159edchoz\u00edho v\u00edt\u011bzstv\u00ed na akci CreaThon \u2013 Hackithon 2025<\/strong><\/a>. Na t\u00e9to sout\u011b\u017ei usp\u011bli s t\u00e9matem \u201eDetekce anom\u00e1li\u00ed v sign\u00e1lech nitrolebn\u00edho a arteri\u00e1ln\u00edho tlaku\u201c. Na hackathonu Hackujstat.cz sv\u016fj projekt d\u00e1le rozv\u00edjeli.<\/p>\n\n\n\n

V\u00fdsledkem je \u0159e\u0161en\u00ed \u201eDeepFlow<\/strong><\/a>\u201c, kter\u00e9 vyu\u017e\u00edv\u00e1 metody deep learningu<\/strong> pro detekci a \u010di\u0161t\u011bn\u00ed anom\u00e1li\u00ed v sign\u00e1lech nitrolebn\u00edho a arteri\u00e1ln\u00edho tlaku. Model anom\u00e1lie nejen identifikuje, ale dok\u00e1\u017ee je tak\u00e9 nahradit o\u010dist\u011bn\u00fdm sign\u00e1lem. Sou\u010d\u00e1st\u00ed \u0159e\u0161en\u00ed je tak\u00e9 full-stack aplikace<\/strong>, kter\u00e1 umo\u017e\u0148uje p\u0159ipojen\u00ed monitoru \u017eivotn\u00edch funkc\u00ed, detekci a odstran\u011bn\u00ed anom\u00e1li\u00ed i v\u00fdpo\u010det klinicky v\u00fdznamn\u00fdch ukazatel\u016f, a to v\u0161e v re\u00e1ln\u00e9m \u010dase<\/strong>.<\/p>\n\n\n\n

Modely byly tr\u00e9nov\u00e1ny na datasetu z\u00a0ve\u0159ejn\u011b dostupn\u00e9 datab\u00e1ze CHARIS<\/strong>, kter\u00e1 je k\u00a0dispozici na str\u00e1nk\u00e1ch PhysioNet.org<\/a>. T\u00fdm navrhl, implementoval, tr\u00e9noval a\u00a0optimalizoval deep learning modely (MIL a\u00a0konvolu\u010dn\u00ed autoencoder pro ka\u017ed\u00fd sign\u00e1l). Z\u00e1rove\u0148 vyu\u017eil modern\u00ed prvky frontendu a\u00a0u\u017eivatelsk\u00e9ho rozhran\u00ed aplikace. Ocen\u011bn\u00e9 t\u00e9ma se sou\u010dasn\u011b \u0159e\u0161\u00ed v\u00a0projektu DIGITECH<\/strong><\/a> ve spolupr\u00e1ci s\u00a0Fakultn\u00ed nemocnic\u00ed Bulovka.<\/p>\n\n\n\n

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Ve dnech 6.\u20137. b\u0159ezna 2026 se v s\u00eddle Nejvy\u0161\u0161\u00edho kontroln\u00edho \u00fa\u0159adu v Praze uskute\u010dnilo celost\u00e1tn\u00ed fin\u00e1le studentsk\u00e9 sout\u011b\u017ee Hackathon ve\u0159ejn\u00e9 spr\u00e1vy ver. 7.1 (Hackujstat.cz). T\u00fdm z katedry informatiky P\u0159F UJEP zde z\u00edskal 2. m\u00edsto v kategorii p\u016fvodn\u00edch projekt\u016f. \u010cleny t\u00fdmu byli Martin Zeman, Pavel Falta, Jakub Nov\u00e1k, Filip Patera a Roman Vyshomyrskyi. \u010clenov\u00e9 t\u00fdmu byli do fin\u00e1lov\u00e9ho kola pozv\u00e1ni na […]<\/p>\n","protected":false},"author":1,"featured_media":861,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8,14],"tags":[],"post_folder":[],"class_list":["post-860","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-digitech","category-hackathon"],"featured_image_src":"https:\/\/odas.ujep.cz\/wp-content\/uploads\/2026\/03\/DSC_4542-scaled.jpg","author_info":{"display_name":"cit","author_link":"https:\/\/odas.ujep.cz\/en\/author\/cit\/"},"_links":{"self":[{"href":"https:\/\/odas.ujep.cz\/en\/wp-json\/wp\/v2\/posts\/860","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/odas.ujep.cz\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/odas.ujep.cz\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/odas.ujep.cz\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/odas.ujep.cz\/en\/wp-json\/wp\/v2\/comments?post=860"}],"version-history":[{"count":3,"href":"https:\/\/odas.ujep.cz\/en\/wp-json\/wp\/v2\/posts\/860\/revisions"}],"predecessor-version":[{"id":867,"href":"https:\/\/odas.ujep.cz\/en\/wp-json\/wp\/v2\/posts\/860\/revisions\/867"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/odas.ujep.cz\/en\/wp-json\/wp\/v2\/media\/861"}],"wp:attachment":[{"href":"https:\/\/odas.ujep.cz\/en\/wp-json\/wp\/v2\/media?parent=860"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/odas.ujep.cz\/en\/wp-json\/wp\/v2\/categories?post=860"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/odas.ujep.cz\/en\/wp-json\/wp\/v2\/tags?post=860"},{"taxonomy":"post_folder","embeddable":true,"href":"https:\/\/odas.ujep.cz\/en\/wp-json\/wp\/v2\/post_folder?post=860"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}