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.
| Mualliflar | Mukhamedieva , Dilnoza, Khamraev , Mansur, Мухамедиева , Дилноза, Хамраев , Мансур, Muxamediyeva , Dilnoza, Xamrayev , Mansur |
|---|---|
| Jurnal | Жамият ва инновациялар / Общество и инновации / Society and innovations |
| Nashr sanasi | 2025-04-25 |
| Jild | 6 |
| Son | 4/S |
| Betlar | 72-79 |
| Til | Ingliz |
| DOI | 10.47689/2181-1415-vol6-iss4/s-pp72-79 |
DOI: 10.47689/2181-1415-vol6-iss4/s-pp72-79 · Maqolaning asl sahifasi
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
This article illuminates the life journey of Makhmudkhoja Bekhbudi, the founder and father of Central Asian Jadidism, his contributions to the people, his written drama "Padarkush" (Patricide), and other aspects of his…
The article explores the artistic mastery of the talented writer Muso Toshmukhammad ogli Oybek in portraying the spirit of the time and historical period in his novels “Blessed Blood” and “The Great Path.” It analyzes…
This article chronologically examines the analysis of research conducted by Azerbaijani scholars on the study of the Avesta book, presenting general views on Zoroastrianism. The authors provide their conclusions…
This article explores the use of the Grammar-Translation Method (GTM) to support third-year medical students with different English language levels at the Impulse Medical Institute in Namangan. Given the mixed-language…
This article provides a detailed analysis of the increasingly relevant topic of crimes committed using digital information storage devices. It explores the challenges in addressing these crimes, the concept of digital…
Official misconduct within Uzbekistan's law enforcement agencies poses a serious threat not only to law and order but also to public trust in state institutions. Given that law enforcement agencies are tasked with…
This article explores cyberbullying as a qualitatively new form of adolescent victimization in the digital environment. Drawing on a comparative criminological review of international and national studies published…
Currently, one of the most pressing issues of international law is the emergence of new technologies used to carry out cyber attacks. This is important because it has been found that it can change the dynamics of an…
The article provides a deep analysis of the legal acts of our country aimed at ensuring the rights of minors to housing, as well as international documents on this issue. At the same time, the article examines the…
This article highlights the potential of artificial intelligence technologies in the process of criminal investigation, such as crime analysis, evidence sorting, and information processing. It also explores the…
Жамият ва инновациялар / Общество и инновации / Society and innovations — barcha maqolalar