QORAMOLLARDA OSTEODISTROFIYA VA KETOZNI BASHORAT QILISHDA SUN'IY INTELEKT MODELIDAN FOYDALANISHNING AFZALLIKLARI
Keywords:
Kalit so‘zlar: qoramol, osteodistrofiya, ketoz, sun’iy intellekt, noaniq mantiq, neyrosodik model, veterinariya amaliyoti, erta tashxis, smart-stado.Abstract
Qoramollarda uchraydigan osteodistrofiya va ketoz metabolik kasalliklari sut
va go‘sht ishlab chiqarish samaradorligini pasaytirib, fermer xo‘jaliklariga katta
iqtisodiy zarar yetkazadi. Ushbu kasalliklarni erta bashoratlash va tashxislash
hayvonlarning sog‘lig‘ini saqlash hamda xo‘jaliklarning barqarorligini ta’minlashda
muhim ahamiyatga ega. Tadqiqotda sun’iy intellekt (SI) modellaridan, xususan noaniq
va neyrosodik mantiq yondashuvlaridan foydalanilib, kasalliklarning rivojlanish
ehtimolini oldindan aniqlash imkoniyati yaratildi. Veterinariya punktlari va fermer
xo‘jaliklaridan olingan klinik belgilar hamda laboratoriya natijalari asosida
prognozlash algoritmlari ishlab chiqildi. Natijalarga ko‘ra, ishlab chiqilgan SI modeli
osteodistrofiya va ketozni bashoratlashda 92–96% aniqlikka erishdi. An’anaviy
tashxislash usullariga nisbatan model tezkorligi, inson xatolarining kamayishi va klinik
belgilar kuchaymasidan oldin ogohlantirish imkoniyatlari bilan ustunlik qildi. Tadqiqot
natijalari veterinariya amaliyotida SI modellaridan foydalanish tashxis aniqligi,
davolash xarajatlarini kamaytirish va mahsuldorlikni oshirishda muhim afzalliklarga
ega ekanligini ko‘rsatdi.
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