Maqolada tibbiy tashxis qilish jarayonida qo‘llaniladigan ko‘p sinfli klassifikatsiya masalalarini yechish uchun ansamblli o‘rganish yondashuvlaridan foydalanish masalasi qaralgan. Stacking, Random Forest va LightGBM ansambl usullaridan foydalanib o‘quv tanlanmalaridagi klassifikatsiya aniqligini hisoblash kabi ishlar natija sifatida olingan.
Ushbu maqolada o‘quvchi yoshlarda iqtisodiy tarbiyani shakllantirishning ahamiyati hamda bu jarayonda pedagogik texnologiyalarning tutgan o‘rni yoritilgan. Shuningdek, iqtisodiy bilimlarni samarali o‘rgatishda interfaol usullar va amaliy mashg‘ulotlarning afzalliklari ko‘rsatib o‘tilgan. Mazkur maqolada umumta’lim maktablarida o‘quvchilarga iqtisodiy tarbiya berishda interfaol metodlar va amaliy mashg‘ulotlarning roli hamda ularning samaradorligini oshirish yo‘llari yoritilgan. Shuningdek, dars jarayoniga innovatsion yondashuvlar kiritish orqali o‘quvchilarning iqtisodiy tafakkurini rivojlantirish muhimligi asoslab berilgan.
Ushbu maqolada zamonaviy oʻzbek sheʼriyatining yorqin vakillaridan biri boʻlgan Nodir Jonuzoq ijodida soʻzning koʻchma maʼnoda ishlatilish imkoniyatlari tadqiq etiladi. Badiiy tasvir vositalaridan metafora, metonimiya, oʻxshatish, epitet, jonlantirish, takror va mubolagʻa kabi badiiy tasvir vositalarining qoʻllanilishi misollar bilan tahlil qilinadi. Shoirning til va uslubdagi individual mahorati, uning sheʼrlaridagi lisoniy xususiyatlar, shuningdek, badiiy obrazlarning lingvopoetik jihatlari oʻrganiladi.
This article explores the complex pathophysiological mechanisms underlying the development of kidney failure. It highlights the key roles of hemodynamic changes, cellular injury, inflammation, oxidative stress, and hormonal imbalances in the progression of renal dysfunction. The chronic activation of the renin-angiotensin-aldosterone system and its contribution to fibrosis and nephron loss are discussed in detail. The article also examines how inflammatory processes and oxidative damage exacerbate kidney tissue injury, while hormonal disturbances contribute to systemic complications such as anemia and mineral imbalance. Emphasis is placed on the importance of early detection and targeted treatment strategies to slow disease progression and improve patient outcomes. The review concludes with a discussion on future research directions aimed at developing novel diagnostic markers and therapeutic approaches for kidney failure.