{"product_id":"vyqwlenie-i-klassifikaciq-diabeticheskoj-retinopatii-von-n-ramakrishna","title":"Vyqwlenie i klassifikaciq diabeticheskoj retinopatii","description":"\u003cp\u003eChelowecheskij glaz - ochen' chuwstwitel'nyj organ. Mnogie wazhnye glaznye bolezni, a takzhe sistemnye zabolewaniq proqwlqütsq w setchatke glaza. Diabeticheskaq retinopatiq (DR) - äto zabolewanie, pri kotorom setchatka powrezhdaetsq iz-za utechki krowi ili zhidkosti iz krowenosnyh sosudow w setchatku, chto priwodit k potere zreniq. DR mozhet progressirowat' ot neproliferatiwnoj DR do proliferatiwnoj DR. Neproliferatiwnaq DR - äto samaq rannqq stadiq zabolewaniq, a proliferatiwnaq DR - prodwinutaq stadiq zabolewaniq. Na rannih stadiqh suschestwuüt razlichnye priznaki DR - mikroanewrizmy i äxsudaty. Poätomu obnaruzhenie DR na rannih stadiqh ochen' wazhno. Cel' predlagaemoj raboty - razrabotat' shemu rannego obnaruzheniq priznakow DR, chtoby pomoch' wracham bystree postawit' diagnoz. Izobrazheniq setchatki, poluchennye s pomosch'ü fundus-kamery, obrabatywaütsq dlq wydeleniq mikroanewrizm i äxsudatow. Vypolnqetsq nabor morfologicheskih operacij dlq wyqwleniq nalichiq mikroanewrizm i äxsudatow s cel'ü diagnostiki DR. Dalee my predlagaem klassificirowat' izobrazheniq setchatki na normal'nye, legkie i umerennye stadii s pomosch'ü modelej konwolücionnyh nejronnyh setej.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9786207337071\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9786207337071","offer_id":48436426277189,"sku":"9786207337071","price":43.9,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/844bc3ce-62df-490e-a437-8c0c6937cd87.jpg?v=1748149269","url":"https:\/\/shop.autorenwelt.de\/products\/vyqwlenie-i-klassifikaciq-diabeticheskoj-retinopatii-von-n-ramakrishna","provider":"Autorenwelt Shop","version":"1.0","type":"link"}