Predictive or prognostic factors for breast cancer

Mukhamedieva , Dilnoza, Khamraev , Mansur, Мухамедиева , Дилноза, Хамраев , Мансур, Muxamediyeva , Dilnoza, Xamrayev , Mansur

Жамият ва инновациялар / Общество и инновации / Society and innovations · 2025-yil

Annotatsiya

Breast cancer is one of the most common and life-threatening diseases among women worldwide. Early diagnosis plays a crucial role in increasing survival rates and improving treatment effectiveness. This article presents the key factors of prediction and analysis that are essential for developing algorithms and software tools for the early detection of breast cancer using artificial intelligence (AI) and machine learning (ML) techniques.

Maqola ma’lumotlari
MualliflarMukhamedieva , Dilnoza, Khamraev , Mansur, Мухамедиева , Дилноза, Хамраев , Мансур, Muxamediyeva , Dilnoza, Xamrayev , Mansur
JurnalЖамият ва инновациялар / Общество и инновации / Society and innovations
NashriyotIn Science МЧЖ
ISSN2181-1415
Nashr sanasi2025-04-25
Jild6
Son4/S
Betlar72-79
TilIngliz
Ilmiy sohaTibbiyot
DOI10.47689/2181-1415-vol6-iss4/s-pp72-79
Indeksga qo‘shilgan2026-08-26

DOI: 10.47689/2181-1415-vol6-iss4/s-pp72-79 · Maqolaning asl sahifasi

Kalit so‘zlar

Breast cancer detection, Artificial Intelligence, Machine Learning, Deep Learning, Medical Imaging, Convolutional Neural Networks, Support Vector Machines, Random Forest, K-Nearest Neighbors, Artificial Neural Networks, Recurrent Neural Networks, Feature Extraction, Early Diagnosis, Выявление рака молочной железы, Искусственный интеллект, Машинное обучение, Глубокое обучение, Медицинская визуализация, Сверточные нейронные сети, Машины опорных векторов, Случайный лес, Метод k-ближайших соседей, Искусственные нейронные сети, Рекуррентные нейронные сети, Извлечение признаков, Ранняя диагностика, 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 tashxis

Ilmiy soha

Tibbiyot

Iqtibos keltirish

APAMukhamedieva , Dilnoza, Khamraev , Mansur, Мухамедиева , Дилноза, Хамраев , Мансур, Muxamediyeva , Dilnoza, & Xamrayev , Mansur (2025). Predictive or prognostic factors for breast cancer. Жамият ва инновациялар / Общество и инновации / Society and innovations, 6(4/S), 72-79. https://doi.org/10.47689/2181-1415-vol6-iss4/s-pp72-79
GOST (OAK)Mukhamedieva , Dilnoza va b. Predictive or prognostic factors for breast cancer // Жамият ва инновациялар / Общество и инновации / Society and innovations. – 2025. – T. 6, № 4/S. – P. 72-79. – DOI: 10.47689/2181-1415-vol6-iss4/s-pp72-79.
MLAMukhamedieva , Dilnoza, Khamraev , Mansur, Мухамедиева , Дилноза, Хамраев , Мансур, Muxamediyeva , Dilnoza, and Xamrayev , Mansur. “Predictive or prognostic factors for breast cancer.” Жамият ва инновациялар / Общество и инновации / Society and innovations, 6(4/S), 72-79, 2025. https://doi.org/10.47689/2181-1415-vol6-iss4/s-pp72-79
ChicagoMukhamedieva , Dilnoza, Khamraev , Mansur, Мухамедиева , Дилноза, Хамраев , Мансур, Muxamediyeva , Dilnoza, and Xamrayev , Mansur. “Predictive or prognostic factors for breast cancer.” Жамият ва инновациялар / Общество и инновации / Society and innovations, 6(4/S), 72-79 (2025). https://doi.org/10.47689/2181-1415-vol6-iss4/s-pp72-79
HarvardMukhamedieva , Dilnoza, Khamraev , Mansur, Мухамедиева , Дилноза, Хамраев , Мансур, Muxamediyeva , Dilnoza, and Xamrayev , Mansur (2025) ‘Predictive or prognostic factors for breast cancer’, Жамият ва инновациялар / Общество и инновации / Society and innovations, 6(4/S), 72-79. https://doi.org/10.47689/2181-1415-vol6-iss4/s-pp72-79
BibTeX
@article{mukhamedievadilnoza2025,
  title = {Predictive or prognostic factors for breast cancer},
  author = {Mukhamedieva , Dilnoza and Khamraev , Mansur and Мухамедиева , Дилноза and Хамраев , Мансур and Muxamediyeva , Dilnoza and Xamrayev , Mansur},
  journal = {Жамият ва инновациялар / Общество и инновации / Society and innovations},
  year = {2025},
  volume = {6},
  number = {4/S},
  pages = {72-79},
  doi = {10.47689/2181-1415-vol6-iss4/s-pp72-79},
  url = {https://doi.org/10.47689/2181-1415-vol6-iss4/s-pp72-79}
}

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