ИНТЕГРАЦИЯ ТЕХНОЛОГИЙ ИСКУССТВЕННОГО ИНТЕЛЛЕКТА И  СИСТЕМ БИОМЕТРИЧЕСКОГО МОНИТОРИНГА В УПРАВЛЕНИИ  ФУНКЦИОНАЛЬНОЙ ПОДГОТОВЛЕННОСТЬЮ  ВЫСОКОКВАЛИФИЦИРОВАННЫХ СПОРТСМЕНОК  ПО МИНИ-ФУТБОЛУ

Orif Erdonov; Shoxrux Erkinov

Authors

Orif Erdonov Professor of the Department of Physical Education and Humanities at the Muhammad al-Khwarizmi Technical University of Information Technologies (TUIT),
Shoxrux Erkinov Associate Professor of the Department of Physical Education and Humanities at the Muhammad al-Khwarizmi Technical University of Information Technologies (TUIT)

Keywords:

Artificial intelligence, biometric monitoring, functional fitness, VO2max, futsal, LSTM neural networks.

Abstract

This article explores the integration of artificial intelligence (AI) and biometric monitoring systems in managing the functional fitness of highly skilled female futsal athletes. The authors developed a neural network model based on correlations between body composition, aerobic performance (VO2max), and speed.
The model allows for predicting the functional status of female athletes and individualizing training loads.