{"id":36087,"date":"2025-10-14T10:00:17","date_gmt":"2025-10-14T10:00:17","guid":{"rendered":"https:\/\/www.egroup.hu\/az-e-group-az-icsb-2025-konferencian-uttoro-szuveren-mi-a-rendszerbiologiaban\/"},"modified":"2025-10-22T10:05:06","modified_gmt":"2025-10-22T10:05:06","slug":"az-e-group-az-icsb-2025-konferencian-uttoro-szuveren-mi-a-rendszerbiologiaban","status":"publish","type":"post","link":"https:\/\/www.egroup.hu\/hu\/az-e-group-az-icsb-2025-konferencian-uttoro-szuveren-mi-a-rendszerbiologiaban\/","title":{"rendered":"Az E-Group az ICSB 2025 konferenci\u00e1n: \u00datt\u00f6r\u0151 Szuver\u00e9n MI a Rendszerbiol\u00f3gi\u00e1ban"},"content":{"rendered":"\n<p><\/p>\n\n\n\n<p><em>Szerz\u0151: T\u00e9nyi \u00c1kos, E-Group<\/em><\/p>\n\n\n\n<div style=\"height:15px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Az E-Group csapata felt\u00f6lt\u0151dve t\u00e9rt haza a Rendszerbiol\u00f3giai Vil\u00e1gkonferenci\u00e1r\u00f3l (ICSB 2025), ahol Nagy Tam\u00e1ssal egy\u00fctt ki\u00e1ll\u00edt\u00f3k\u00e9nt vett\u00fcnk r\u00e9szt, k\u00e9pviselve a v\u00e1llalatot. Nagy \u00f6r\u00f6m\u00fcnkre szolg\u00e1lt, hogy bemutathattuk <a href=\"https:\/\/www.egroup.hu\/hu\/termekek\/smart-data\/federated-learning\/\"><strong>FedX platformunkat<\/strong><\/a> \u00e9s megoszthattuk leg\u00fajabb kutat\u00e1si eredm\u00e9nyeinket, amelyeket a Budapesti M\u0171szaki \u00e9s Gazdas\u00e1gtudom\u00e1nyi Egyetemmel (BME) k\u00f6z\u00f6sen mutattunk be. Ezt a k\u00f6z\u00f6s munk\u00e1t Antal P\u00e9ter vezette, aki a BME Mesters\u00e9ges Intelligencia Kutat\u00f3csoportj\u00e1nak vezet\u0151je \u00e9s egyben az E-Group munkat\u00e1rsa is, t\u00f6k\u00e9letesen megtestes\u00edtve az akad\u00e9miai \u00e9s ipari szf\u00e9ra k\u00f6z\u00f6tti szinergi\u00e1t.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">A konferencia legf\u0151bb tanuls\u00e1gai<\/h4>\n\n\n\n<p>A konferencia tele volt leny\u0171g\u00f6z\u0151 el\u0151ad\u00e1sokkal, \u00e9s m\u00e9ly betekint\u00e9st ny\u00fajtott a rendszerbiol\u00f3gia jelenlegi helyzet\u00e9be. Az egyik leggyakrabban elhangz\u00f3 kih\u00edv\u00e1s a terab\u00e1jtos nagys\u00e1grend\u0171 adatok feldolgoz\u00e1s\u00e1nak \u00e9s kezel\u00e9s\u00e9nek neh\u00e9zs\u00e9ge volt, k\u00fcl\u00f6n\u00f6sen az olyan \u00f6sszetett ter\u00fcleteken, mint a proteomika. Egy\u00e9rtelm\u0171, hogy a biol\u00f3giai kutat\u00e1sok j\u00f6v\u0151je azon m\u00falik, k\u00e9pesek vagyunk-e biztons\u00e1gosan \u00e9s hat\u00e9konyan elemezni a hatalmas, elosztott adathalmazokat.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">FedX: A Szuver\u00e9n MI megold\u00e1s<\/h4>\n\n\n\n<p>Pontosan itt l\u00e9p a k\u00e9pbe a FedX, a Szuver\u00e9n MI platformunk. A FedX-et \u00fagy tervezt\u00fck, hogy seg\u00edtsen a kutat\u00e1si programoknak megbirk\u00f3zni ezekkel a probl\u00e9m\u00e1kkal. Robusztus adat-hozz\u00e1f\u00e9r\u00e9s-kezel\u00e9st biztos\u00edt t\u00f6bb r\u00e9sztvev\u0151 \u00e9s felhaszn\u00e1l\u00f3 sz\u00e1m\u00e1ra, \u00e9s k\u00e9pes a terab\u00e1jtos adatmennyis\u00e9g kezel\u00e9s\u00e9re is. Az alapelv egyszer\u0171, de hat\u00e9kony: &#8222;Az adat marad &#8211; az MI utazik&#8221;. Ez lehet\u0151v\u00e9 teszi az int\u00e9zm\u00e9nyek sz\u00e1m\u00e1ra, hogy \u00e9rz\u00e9keny adatok mozgat\u00e1sa n\u00e9lk\u00fcl m\u0171k\u00f6djenek egy\u00fctt, lebontva a jogi \u00e9s technikai akad\u00e1lyokat, \u00e9s felgyors\u00edtva az utat az \u00f6tlett\u0151l a felfedez\u00e9sig.<\/p>\n\n\n\n<p>A FedX m\u00e1r egy m\u0171k\u00f6d\u00e9s k\u00f6zben is valid\u00e1lt platform, amelyet Eur\u00f3pa-szerte jelent\u0151s eg\u00e9szs\u00e9g\u00fcgyi adatterekben haszn\u00e1lnak, k\u00f6zt\u00fck <strong>8 biobankban<\/strong> \u00e9s az <strong>50-n\u00e9l is t\u00f6bb partnert sz\u00e1ml\u00e1l\u00f3 Helix Eg\u00e9szs\u00e9g\u00fcgyi Adatt\u00e9rben<\/strong>. Ahogy egyik partner\u00fcnk, a Semmelweis Egyetem klinikai genetikusa fogalmazott: &#8222;Most el\u0151sz\u00f6r tudunk f\u00f6der\u00e1lt lek\u00e9rdez\u00e9seket v\u00e9gezni t\u00f6bb int\u00e9zm\u00e9ny k\u00f6z\u00f6tt an\u00e9lk\u00fcl, hogy az adatokat mozgatn\u00e1nk vagy a szem\u00e9lyes adatok v\u00e9delm\u00e9t vesz\u00e9lyeztetn\u00e9nk&#8221;.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Egy\u00fcttm\u0171k\u00f6d\u00e9s \u00e9s cs\u00facstechnol\u00f3giai kutat\u00e1s<\/h4>\n\n\n\n<p>Az egy\u00fcttm\u0171k\u00f6d\u00e9s a rendszerbiol\u00f3gia \u00e9ltet\u0151 eleme, ezt seg\u00edtette nagyban az ICSB 2025 kiv\u00e1l\u00f3 kapcsolat\u00e9p\u00edt\u00e9si lehet\u0151s\u00e9gei. A szervez\u0151k \u00e1ltal rendezett fantasztikus konferenciavacsora \u00e9s a nyit\u00f3fogad\u00e1s t\u00f6k\u00e9letes h\u00e1tteret biztos\u00edtott \u00faj kapcsolatok kialak\u00edt\u00e1s\u00e1hoz \u00e9s a megl\u00e9v\u0151 partners\u00e9gek elm\u00e9ly\u00edt\u00e9s\u00e9hez. A BME-vel k\u00f6z\u00f6s, &#8222;Biobankok k\u00f6z\u00f6tti elemz\u00e9s transzformer modellekkel&#8221; c\u00edm\u0171 poszter\u00fcnk is ennek az egy\u00fcttm\u0171k\u00f6d\u0151 szellemnek a bizony\u00edt\u00e9ka. K\u00f6z\u00f6s prezent\u00e1ci\u00f3nk egy \u00fajszer\u0171 transzformer architekt\u00far\u00e1t (MQTT) mutatott be, amely egys\u00e9ges reprezent\u00e1ci\u00f3kat hoz l\u00e9tre a k\u00fcl\u00f6nb\u00f6z\u0151 t\u00edpus\u00fa betegadatokb\u00f3l \u2013 bele\u00e9rtve a genetikai, laborat\u00f3riumi \u00e9s gy\u00f3gyszerfel\u00edr\u00e1si inform\u00e1ci\u00f3kat \u2013 a betegs\u00e9gek jobb meg\u00e9rt\u00e9se \u00e9s el\u0151rejelz\u00e9se \u00e9rdek\u00e9ben. F\u00f6der\u00e1lt tanul\u00e1s (federated learning) alkalmaz\u00e1s\u00e1val k\u00e9pesek vagyunk ezeket a nagy teljes\u00edtm\u00e9ny\u0171 modelleket biztons\u00e1gosan \u00e9s hat\u00e9konyan tan\u00edtani a k\u00fcl\u00f6nb\u00f6z\u0151 biobankok adatai alapj\u00e1n.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">A j\u00f6v\u0151 az \u00e1gens MI-\u00e9<\/h4>\n\n\n\n<p>Azt is l\u00e1tjuk, hogy az <strong>\u00e1gens MI<\/strong> egyre ink\u00e1bb teret h\u00f3d\u00edt a rendszerbiol\u00f3giai kutat\u00e1sokban, \u00e9s izgatottan \u00e1llunk e hull\u00e1m \u00e9l\u00e9n saj\u00e1t \u00e1gensplatformunkkal, amely intelligensebb \u00e9s auton\u00f3mabb eszk\u00f6z\u00f6kkel ruh\u00e1zza fel a kutat\u00f3kat a felfedez\u00e9sekhez.<\/p>\n\n\n\n<p>Az ICSB 2025 konferenci\u00e1n elt\u00f6lt\u00f6tt id\u0151 tov\u00e1bb er\u0151s\u00edtette benn\u00fcnk azt az elk\u00f6telezetts\u00e9get, hogy olyan megold\u00e1sokat fejlessz\u00fcnk, amelyek \u00fatt\u00f6r\u0151 kutat\u00e1sokat tesznek lehet\u0151v\u00e9. Hisz\u00fcnk abban, hogy a biztons\u00e1gos, sk\u00e1l\u00e1zhat\u00f3 \u00e9s intelligens adatelemz\u00e9s r\u00e9v\u00e9n seg\u00edthetj\u00fck a rendszerbiol\u00f3giai k\u00f6z\u00f6ss\u00e9get a k\u00f6vetkez\u0151 gener\u00e1ci\u00f3s orvosi felfedez\u00e9sek el\u00e9r\u00e9s\u00e9ben.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Az E-Group csapata felt\u00f6lt\u0151dve t\u00e9rt haza a Rendszerbiol\u00f3giai Vil\u00e1gkonferenci\u00e1r\u00f3l (ICSB 2025), ahol Nagy Tam\u00e1ssal egy\u00fctt ki\u00e1ll\u00edt\u00f3k\u00e9nt vett\u00fcnk r\u00e9szt, k\u00e9pviselve a v\u00e1llalatot.<\/p>\n","protected":false},"author":1,"featured_media":36086,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[90],"tags":[468,704,230,699,703,696,698,697,589,702,695,700,701,694],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.12 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Az E-Group az ICSB 2025 konferenci\u00e1n: \u00datt\u00f6r\u0151 Szuver\u00e9n MI a Rendszerbiol\u00f3gi\u00e1ban - 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