{"product_id":"obnaruzhenie-raka-molochnoj-zhelezy-podhod-na-osnove-mashinnogo-obucheniya-von-mandakini-chagamreddi","title":"OBNARUZhENIE RAKA MOLOChNOJ ZhELEZY - PODHOD NA OSNOVE MAShINNOGO OBUChENIYa","description":"\u003cp\u003ePodhody mashinnogo obucheniq stali moschnym instrumentom dlq wyqwleniq raka molochnoj zhelezy. Analiziruq bol'shie massiwy dannyh medicinskih izobrazhenij, modeli mashinnogo obucheniq pozwolqüt wyqwlqt' zakonomernosti i priznaki, kotorye mogut ukazywat' na nalichie rakowyh kletok. Jetot process wklüchaet w sebq sbor i predwaritel'nuü obrabotku dannyh, izwlechenie sootwetstwuüschih priznakow, razrabotku i obuchenie modelej mashinnogo obucheniq, a takzhe ocenku ih äffektiwnosti. Hotq modeli mashinnogo obucheniq mogut powysit' tochnost' i äffektiwnost' wyqwleniq raka molochnoj zhelezy, oni dolzhny ispol'zowat'sq w kachestwe instrumenta podderzhki prinqtiq reshenij sowmestno s medicinskimi specialistami. Konechnoj cel'ü qwlqetsq powyshenie tochnosti diagnostiki i predostawlenie cennoj informacii dlq prinqtiq reshenij o lechenii.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9786206291244\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9786206291244","offer_id":46937500680517,"sku":"9786206291244","price":19.8,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/047ad090-238f-4b1b-b299-93bb2f267fdf.jpg?v=1759038603","url":"https:\/\/shop.autorenwelt.de\/products\/obnaruzhenie-raka-molochnoj-zhelezy-podhod-na-osnove-mashinnogo-obucheniya-von-mandakini-chagamreddi","provider":"Autorenwelt Shop","version":"1.0","type":"link"}