{"id":1250158,"date":"2018-07-06T10:10:58","date_gmt":"2018-07-06T07:10:58","guid":{"rendered":"https:\/\/analyse.optim.biz\/?p=1250158"},"modified":"2018-07-06T10:10:58","modified_gmt":"2018-07-06T07:10:58","slug":"doctorul-inteligenta-artificiala-sistemul-incredibil-care-citeste-radiografii-si-pune-diagnostice-creat-de-patru-studenti-la-politehnica","status":"publish","type":"post","link":"https:\/\/analyse.optim.biz\/?p=1250158","title":{"rendered":"Doctorul Inteligen\u021b\u0103 Artificial\u0103: sistemul incredibil care \u201dcite\u0219te\u201d radiografii \u0219i pune diagnostice, creat de patru studen\u021bi la Politehnic\u0103"},"content":{"rendered":"<article id=\"post-327423\" class=\"post-327423 post type-post status-publish format-standard has-post-thumbnail hentry category-pressit category-stiri category-stiri-locale category-timis-stiri-locale tag-diagnostic tag-inovatie tag-inteligenta-artificiala tag-program tag-radiografii tag-sistem tag-studenti tag-timisoara tag-xvision\">\n<div class=\"td-post-header td-pb-padding-side\">\n<div class=\"entry-crumbs\"><span><a title class=\"entry-crumb\" href=\"https:\/\/www.pressalert.ro\/\"><span>Acas\u0103<\/span><\/a><\/span><span><a title=\"Vede\u021bi toate articolele \u00een Timp liber\" class=\"entry-crumb\" href=\"https:\/\/www.pressalert.ro\/category\/timp-liber\/\"><span>Timp liber<\/span><\/a><\/span><span><a title=\"Vede\u021bi toate articolele \u00een PressIT\" class=\"entry-crumb\" href=\"https:\/\/www.pressalert.ro\/category\/timp-liber\/pressit\/\"><span>PressIT<\/span><\/a><\/span><span class=\"td-bred-no-url-last\">Doctorul Inteligen\u021b\u0103 Artificial\u0103: sistemul incredibil care \u201dcite\u0219te\u201d radiografii \u0219i pune diagnostice, creat&#8230;<\/span><\/div>\n<ul class=\"td-category\">\n<li class=\"entry-category\"><a href=\"https:\/\/www.pressalert.ro\/category\/timp-liber\/\">Timp liber<\/a><\/li>\n<li class=\"entry-category\"><a href=\"https:\/\/www.pressalert.ro\/category\/timp-liber\/pressit\/\">PressIT<\/a><\/li>\n<li class=\"entry-category\"><a href=\"https:\/\/www.pressalert.ro\/category\/stiri\/\">\u015etiri<\/a><\/li>\n<li class=\"entry-category\"><a href=\"https:\/\/www.pressalert.ro\/category\/stiri\/stiri-locale\/\">\u0218tiri locale<\/a><\/li>\n<li class=\"entry-category\"><a href=\"https:\/\/www.pressalert.ro\/category\/stiri\/stiri-locale\/timis-stiri-locale\/\">\u0218tiri Timi\u0219<\/a><\/li>\n<\/ul>\n<header>\n<h1 class=\"entry-title\">Doctorul Inteligen\u021b\u0103 Artificial\u0103: sistemul incredibil care \u201dcite\u0219te\u201d radiografii \u0219i pune diagnostice, creat de patru studen\u021bi la Politehnic\u0103<\/h1>\n<div class=\"meta-info\">\n<div class=\"td-post-author-name\">\n<div class=\"td-author-by\">De<\/div>\n<p><a href=\"https:\/\/www.pressalert.ro\/author\/marius-popescu\/\">Marius Popescu<\/a><\/p>\n<div class=\"td-author-line\"> &#8211; <\/div>\n<\/div>\n<p><span class=\"td-post-date\"><time class=\"entry-date updated td-module-date\" datetime=\"2018-07-06T10:10:58+00:00\">iul. 6, 2018<\/time><\/span><\/p>\n<div class=\"td-post-comments\"><a href=\"https:\/\/www.pressalert.ro\/2018\/07\/doctorul-inteligenta-artificiala-sistemul-incredibil-care-citeste-radiografii-si-pune-diagnostice-creat-de-patru-studenti-la-politehnica\/#respond\">0<\/a><\/div>\n<\/div>\n<\/header>\n<\/div>\n<div class=\"td-post-sharing td-post-sharing-top td-pb-padding-side\"><span class=\"td-post-share-title\">DISTRIBUI\u021aI<\/span><\/p>\n<div class=\"td-default-sharing \"><a class=\"td-social-sharing-buttons td-social-facebook\" href=\"http:\/\/www.facebook.com\/sharer.php?u=https%3A%2F%2Fwww.pressalert.ro%2F2018%2F07%2Fdoctorul-inteligenta-artificiala-sistemul-incredibil-care-citeste-radiografii-si-pune-diagnostice-creat-de-patru-studenti-la-politehnica%2F\"><\/p>\n<div class=\"td-social-but-text\">Facebook<\/div>\n<p><\/a><a class=\"td-social-sharing-buttons td-social-twitter\" href=\"https:\/\/twitter.com\/intent\/tweet?text=Doctorul+Inteligen%C8%9B%C4%83+Artificial%C4%83%3A+sistemul+incredibil+care+%E2%80%9Dcite%C8%99te%E2%80%9D+radiografii+%C8%99i+pune+diagnostice%2C+creat+de+patru+studen%C8%9Bi+la+Politehnic%C4%83&amp;url=https%3A%2F%2Fwww.pressalert.ro%2F2018%2F07%2Fdoctorul-inteligenta-artificiala-sistemul-incredibil-care-citeste-radiografii-si-pune-diagnostice-creat-de-patru-studenti-la-politehnica%2F&amp;via=PRESSALERT.ro\"><\/p>\n<div class=\"td-social-but-text\">Twitter<\/div>\n<p><\/a><\/div>\n<\/div>\n<div class=\"td-post-content td-pb-padding-side\">\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-medium wp-image-327424\" src=\"https:\/\/www.pressalert.ro\/wp-content\/uploads\/2018\/07\/xvision-640x416.jpg\" alt width=\"640\" height=\"416\"><\/p>\n<p>Inteligen\u0163a artificial\u0103 va lua peste c\u00e2\u0163iva ani locul speciali\u015ftilor inclusiv \u00een domeniul medicinei, estimeaz\u0103 patru tineri studen\u0163i la Universitatea Politehnica din Timi\u015foara. Ei au creat echipa Xvision, care a pus la punct un sistem bazat pe aceast\u0103 inteligen\u0163\u0103 artificial\u0103, sistem care ar urma s\u0103 ofere o serie de diagnostice pe baza scan\u0103rii radiografiilor unui pacient. Cum gre\u015feala uman\u0103 poate ap\u0103rea de multe ori \u00een medicin\u0103, sistemul realizat de politehni\u015fti poate evita la maximum acest impediment, iar peste c\u00e2\u0163iva ani ar putea chiar elimina interven\u0163ia factorului uman \u00een depistarea anumitor boli \u015fi \u00een stabilirea unor diagnostice.<\/p>\n<p>Studen\u0163i \u00een anul 3 la UPT, to\u0163i b\u0103n\u0103\u0163eni, doi din Timi\u015foara \u015fi c\u00e2te unul din Lugoj \u015fi din Re\u015fi\u0163a, \u015etefan Iarca, Bogdan Bercean, Cristian Avramescu \u015fi Andrei Tenescu au c\u00e2\u015ftigat numeroase concursuri interna\u0163ionale cu solu\u0163ia lor. Acum pleac\u0103 \u00een America, la Seattle, unde vor lua parte la Big Idea Challenge, concursul celor de la Microsoft, dotat cu premii de 100.000 de dolari. \u201eSistemul verific\u0103 radiografia, dac\u0103 apare o anumit\u0103 anomalie. Momentan, cel mai bine func\u0163ioneaz\u0103 pe torace \u015fi fracturi ale oaselor membrelor superioare.<\/p>\n<p> Aplica\u0163ia e disponibil\u0103 online, \u00ee\u015fi poate oricine uploada radiografia. Lucr\u0103m cu radiologi colaboratori, dar nu avem un agreement cu o organiza\u0163ie de profil. Deocamdat\u0103 programul are un rol informativ, urmeaz\u0103 pe termen lung, \u00een trei \u2013 patru ani, s\u0103 poat\u0103 da singur un diagnostic. Deja algoritmul este avansat, 96% dintre radiografiile cu anomalii le-a descoperit\u201d, spune \u015etefan Iarca. Studentul timi\u015forean spune c\u0103 deja au fost scanate 112.000 radiografii pe zona toracelui, respectiv 40.000 ale oasele membrelor.<\/p>\n<p>Pentru ca decizia sistemului de inteligen\u0163\u0103 artificial\u0103 s\u0103 ating\u0103 un maxim de corectitudine, membrii XVision estimeaz\u0103 c\u0103 ar fi nevoie de aproximativ dou\u0103 milioane de radiografii scanate. Sistemul \u201e\u00eenva\u0163\u0103\u201d permanent, iar pe baza informa\u0163iilor dob\u00e2ndite analizeaz\u0103 anomaliile din radiografii \u015fi decide dac\u0103 sunt probleme \u015fi emite un eventual diagnostic. \u201eDin discu\u0163iile cu clinicile, am aflat c\u0103 exist\u0103 interes pentru un astfel de program. Aceasta pentru c\u0103 la radiologi apare ceea ce se nume\u015fte Oboseala Medicului. Dup\u0103 ce acesta este nevoit s\u0103 citeasc\u0103 un num\u0103r at\u00e2t de mare de asemenea radiografii apare neaten\u0163ia \u015fi, ulterior, gre\u015feala. Sistemul nostru ar putea evita aceasta, va recunoa\u015fte anomalia \u015fi o va putea prezenta specialistului. O alt\u0103 situa\u0163ie este cea \u00een care nu exist\u0103 speciali\u015ftii umani. De exemplu, \u00een Rwanda sunt 11 milioane de oameni, exist\u0103 aparatur\u0103, sunt peste 100 de aparate de radiografie, dar numai 9 radiologi. Un astfel de sistem ar putea rezolva problema lipsei specialistului. \u00cen acest moment algoritmul nu \u00eenlocuie\u015fte p\u0103rerea speciali\u015ftului, dar \u00een perspectiv\u0103 se dore\u015fte eliminarea total\u0103 a factorului uman\u201d, a declarat \u015etefan Iarca, unul dintre membrii echipei.<\/p>\n<\/div>\n<footer>\n<div class=\"td-post-source-tags td-pb-padding-side\">\n<ul class=\"td-tags td-post-small-box clearfix\">\n<li><span>ETICHETE<\/span><\/li>\n<li><a href=\"https:\/\/www.pressalert.ro\/tag\/diagnostic\/\">diagnostic<\/a><\/li>\n<li><a href=\"https:\/\/www.pressalert.ro\/tag\/inovatie\/\">inovatie<\/a><\/li>\n<li><a href=\"https:\/\/www.pressalert.ro\/tag\/inteligenta-artificiala\/\">inteligenta artificiala<\/a><\/li>\n<li><a href=\"https:\/\/www.pressalert.ro\/tag\/program\/\">program<\/a><\/li>\n<li><a href=\"https:\/\/www.pressalert.ro\/tag\/radiografii\/\">radiografii<\/a><\/li>\n<li><a href=\"https:\/\/www.pressalert.ro\/tag\/sistem\/\">sistem<\/a><\/li>\n<li><a href=\"https:\/\/www.pressalert.ro\/tag\/studenti\/\">studenti<\/a><\/li>\n<li><a href=\"https:\/\/www.pressalert.ro\/tag\/timisoara\/\">Timisoara<\/a><\/li>\n<li><a href=\"https:\/\/www.pressalert.ro\/tag\/xvision\/\">xvision<\/a><\/li>\n<\/ul>\n<\/div>\n<div class=\"td-post-sharing td-post-sharing-bottom td-pb-padding-side\"><span class=\"td-post-share-title\">DISTRIBUI\u021aI<\/span><\/p>\n<div class=\"td-default-sharing \"><a class=\"td-social-sharing-buttons td-social-facebook\" href=\"http:\/\/www.facebook.com\/sharer.php?u=https%3A%2F%2Fwww.pressalert.ro%2F2018%2F07%2Fdoctorul-inteligenta-artificiala-sistemul-incredibil-care-citeste-radiografii-si-pune-diagnostice-creat-de-patru-studenti-la-politehnica%2F\"><\/p>\n<div class=\"td-social-but-text\">Facebook<\/div>\n<p><\/a><a class=\"td-social-sharing-buttons td-social-twitter\" href=\"https:\/\/twitter.com\/intent\/tweet?text=Doctorul+Inteligen%C8%9B%C4%83+Artificial%C4%83%3A+sistemul+incredibil+care+%E2%80%9Dcite%C8%99te%E2%80%9D+radiografii+%C8%99i+pune+diagnostice%2C+creat+de+patru+studen%C8%9Bi+la+Politehnic%C4%83&amp;url=https%3A%2F%2Fwww.pressalert.ro%2F2018%2F07%2Fdoctorul-inteligenta-artificiala-sistemul-incredibil-care-citeste-radiografii-si-pune-diagnostice-creat-de-patru-studenti-la-politehnica%2F&amp;via=PRESSALERT.ro\"><\/p>\n<div class=\"td-social-but-text\">Twitter<\/div>\n<p><\/a><\/div>\n<\/div>\n<div class=\"td-block-row td-post-next-prev\">\n<div class=\"td-block-span6 td-post-prev-post\">\n<div class=\"td-post-next-prev-content\"><span>Articolul precedent<\/span><a href=\"https:\/\/www.pressalert.ro\/2018\/07\/accident-grav-timis-un-barbat-murit-dupa-ce-fost-aruncat-cativa-metri-din-masina\/\">Accident grav \u00een Timi\u0219. Un b\u0103rbat a murit, dup\u0103 ce a fost aruncat c\u00e2\u021biva metri din ma\u0219in\u0103<\/a><\/div>\n<\/div>\n<div class=\"td-block-span6 td-post-next-post\">\n<div class=\"td-post-next-prev-content\"><span>Articolul urm\u0103tor<\/span><a href=\"https:\/\/www.pressalert.ro\/2018\/07\/ambasadorii-celui-mai-mare-festival-de-trompete-din-lume-concert-centrul-timisoarei-povestea-satului-din-serbia-care-e-vizitat-de-sute-de-mii-de-oameni-doar-patru-zile-foto\/\">Ambasadorii celui mai mare festival de trompete din lume, concert \u00een centrul Timi\u0219oarei. Povestea satului din Serbia care e vizitat de sute de mii de oameni \u00een doar patru zile FOTO<\/a><\/div>\n<\/div>\n<\/div>\n<div class=\"author-box-wrap\"><a href=\"https:\/\/www.pressalert.ro\/author\/marius-popescu\/\"><img loading=\"lazy\" decoding=\"async\" alt src=\"https:\/\/secure.gravatar.com\/avatar\/6ff5b29455ffa79f6eac9c7ee3cb2891?s=96&amp;d=mm&amp;r=g\" class=\"avatar avatar-96 photo\" height=\"96\" width=\"96\"><\/a><\/p>\n<div class=\"desc\">\n<div class=\"td-author-name vcard author\"><span class=\"fn\"><a href=\"https:\/\/www.pressalert.ro\/author\/marius-popescu\/\">Marius Popescu<\/a><\/span><\/div>\n<div class=\"td-author-url\"><a href=\"http:\/\/www.pressalert.ro\">http:\/\/www.pressalert.ro<\/a><\/div>\n<\/div>\n<\/div>\n<p><span><\/span><span><span><\/span><\/span><span><\/span><\/footer>\n<\/article>\n<p> Source URL: https:\/\/www.pressalert.ro\/2018\/07\/doctorul-inteligenta-artificiala-sistemul-incredibil-care-citeste-radiografii-si-pune-diagnostice-creat-de-patru-studenti-la-politehnica\/<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Acas\u0103Timp liberPressITDoctorul Inteligen\u021b\u0103 Artificial\u0103: sistemul incredibil care \u201dcite\u0219te\u201d radiografii \u0219i pune diagnostice, creat&#8230; Timp liber PressIT \u015etiri \u0218tiri locale \u0218tiri Timi\u0219 Doctorul Inteligen\u021b\u0103 Artificial\u0103: sistemul incredibil care \u201dcite\u0219te\u201d radiografii \u0219i pune diagnostice, creat de patru studen\u021bi la Politehnic\u0103 De Marius Popescu &#8211; iul. 6, 2018 0 DISTRIBUI\u021aI Facebook Twitter Inteligen\u0163a artificial\u0103 va lua peste c\u00e2\u0163iva [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[89],"tags":[176],"class_list":["post-1250158","post","type-post","status-publish","format-standard","hentry","category-romania","tag-pressalert-ro"],"_links":{"self":[{"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=\/wp\/v2\/posts\/1250158","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1250158"}],"version-history":[{"count":0,"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=\/wp\/v2\/posts\/1250158\/revisions"}],"wp:attachment":[{"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1250158"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1250158"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1250158"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}