title: Ð Ð°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ° Ð°Ð»Ð³Ð¾ÑÐ¸ÑÐ¼Ð¾Ð² ÐºÐ¾Ð¼Ð¿ÑÑÑÐµÑÐ½Ð¾Ð³Ð¾ Ð·ÑÐµÐ½Ð¸Ñ Ð´Ð»Ñ ÑÐµÑÐµÐ½Ð¸Ñ Ð·Ð°Ð´Ð°Ñ Ð¸Ð· Ð¾Ð±Ð»Ð°ÑÑÐ¸ ÑÐµÐ¿ÑÐ¾Ð´ÑÐºÑÐ¸Ð²Ð½Ð¾Ð¹ Ð¼ÐµÐ´Ð¸ÑÐ¸Ð½Ñ
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð±Ð°ÐºÐ°Ð»Ð°Ð²ÑÐ°
titleType: Subtitle
title: Development of algorithms of computer vision for solving problems from the field of reproductive medicine
Creators: name: ÐÐ°Ð²ÐµÑÐ¸Ð½, ÐÐ¸ÐºÐ¾Ð»Ð°Ð¹
Publisher: name: Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¸Ð¹ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾
Year: 2023
Subjects: Ð¼Ð°ÑÐ¸Ð½Ð½Ð¾Ðµ Ð¾Ð±ÑÑÐµÐ½Ð¸Ðµ
ÑÐ¿ÐµÑÐ¼Ð°ÑÐ¾Ð·Ð¾Ð¸Ð´
ÐºÐ¾Ð¼Ð¿ÑÑÑÐµÑÐ½Ð¾Ðµ Ð·ÑÐµÐ½Ð¸Ðµ
machine training
sperm
computer vision

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description: The theme of the final qualification work: âDevelopment of algorithms of computer vision for solving problems from the field of reproductive medicine.âIn the field of medicine, there are many opportunities for research and development. A wide range of new opportunities is opening up, in the field of cooperation of medicine and informatics. It is now possible to conduct new types of experiments, create automated systems and generate unusual results for both sciences. Today, modern medicine needs innovative solutions and automation, as progress goes forward and artificial intelligence can help. That is why it was decided to combine the field of informatics and a specific field of medicine, namely reproductive medicine.The work studies the subject area, and conducts analysis of possibilities of computer vision and machine learning for the needs of medicine. The database for the neural network training was collected, the materials for the algorithm were cell culture videos taken with the help of a microscope. As aÂ result, algorithms for detecting, tracking and determining sperm parameters were developed.Â