APPLICATION OF ARTIFICIAL INTELLIGENCE IN THE EARLY DIAGNOSIS OF CERVICAL CANCER
DOI:
https://doi.org/10.5281/zenodo.20178239Keywords:
Artificial intelligence, cervical cancer, early diagnosis, screening, oncology.Abstract
Cervical cancer remains one of the most common oncological diseases among women worldwide. Early diagnosis plays an important role in reducing mortality and improving treatment effectiveness. In recent years, artificial intelligence has been actively introduced into medical practice, including the diagnosis of cervical diseases. Modern machine learning algorithms and neural network technologies make it possible to analyze cytological smears, colposcopic images, and HPV test results with high accuracy. The use of artificial intelligence helps accelerate the diagnostic process, reduce medical errors, and improve the quality of screening programs. This article discusses the modern possibilities of artificial intelligence in the early diagnosis of cervical cancer, its advantages, limitations, and future prospects in clinical practice.
References
World Health Organization. Cervical cancer. – Женева: WHO, 2023.
International Agency for Research on Cancer. Global Cancer Observatory: Cancer Today. – Лион, 2022.
American Cancer Society. Cancer Facts & Figures 2023. – Атланта, 2023.
Ministry of Health of the Republic of Uzbekistan. Отчёты по онкологической заболеваемости в Республике Узбекистан. – Ташкент, 2023.
National Cancer Institute. Cervical Cancer Screening (PDQ®). – США, 2022.
Esteva A., Kuprel B., Novoa R.A. et al. Dermatologist-level classification of skin cancer with deep neural networks // Nature. – 2017. – Vol. 542. – P. 115–118.
Litjens G., Kooi T., Bejnordi B.E. et al. A survey on deep learning in medical image analysis // Medical Image Analysis. – 2017. – Vol. 42. – P. 60–88.
Wentzensen N., Clarke M.A., Perkins R.B. et al. Impact of HPV vaccination and screening on cervical cancer prevention // The Lancet Public Health. – 2021. – Vol. 6(3). – P. e175–e183
Downloads
Published
Issue
Section
How to Cite