DOI
https://doi.org/10.47689/2181-1415-vol6-iss4/S-pp72-79Kalit so‘zlar
Ko‘krak bezi saratonini aniqlash , Sun'iy intellekt , Mashinani o‘rganish , Chuqur o‘rganish , Tibbiy tasvirlash , Konvolyutsion neyron tarmoqlar , Tayanch vektor mashinalari , Tasodifiy o‘rmon , K-eng yaqin qo‘shnilar , Sun'iy neyron tarmoqlar , Rekurrent neyron tarmoqlar , Xususiyatlarni ajratib olish , Erta tashxisAnnotasiya
Ko‘krak bezi saratoni dunyo bo‘ylab ayollar orasida eng keng tarqalgan va hayot uchun xavfli kasalliklardan biri hisoblanadi. Erta tashxis qo‘yish omon qolish darajasini oshirish va davolash samaradorligini yaxshilashda muhim rol o‘ynaydi. Ushbu maqolada sun'iy intellekt (AI) va mashinani o‘rganish (ML) texnikalaridan foydalangan holda ko‘krak bezi saratonini erta aniqlash uchun algoritm va dasturiy vositalar uchun muhim bo'lgan bashoratlash va tahlil qilishning asosiy faktorlari taqdim etiladi.
Ko'chirildi
Bibliografik manbalar
Giaquinto AN, Sung H, Miller KD, Kramer JL, Newman LA, Minihan A, et al. Breast cancer statistics, 2022. CA Cancer J Clin. 2022.
Sung H, Ferlay J, Siegel RL, Laversanne M, Soerjomataram I, Jemal A, et al. Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin. 2021.
Taylor C, McGale P, Probert J, Broggio J, Charman J, Darby SC, et al. Breast cancer mortality in 500 000 women with early invasive breast cancer diagnosed in England, 1993–2015: population based observational cohort study. BMJ. 2023.
Marmot MG, Altman DG, Cameron DA, Dewar JA, Thompson SG, Wilcox M. The benefits and harms of breast cancer screening: an independent review. Br J Cancer. 2013.
The Royal College of Radiologists. RCR Clinical Radiology Workforce Census 2022. London: The Royal College of Radiologists; 2022.
Yuklashlar
38 16Nashr qilingan
Qanday qilib iqtibos keltirish kerak
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Litsenziya
Mualliflik huquqi (c) 2025 Дилноза Мухамедиева , Мансур Хамраев (Автор)
Ushbu ish Creative Commons Attribution 4.0 Worldwide.
