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Information × Registration Number 0125U000438, R & D request Title Human health monitoring system Head Pavlenko Volodymyr I., Кандидат фізико-математичних наук Registration Date 20-01-2025 Organization Higher Education Institution "Open International University of Human Development" Ukraine " popup.description1 The purpose of this research is to create and improve machine learning methods for analyzing data (multivariate and multimodal) from wearable devices, primarily for the diagnosis of sleep apnea. The research purpose defined the following research objectives: 1. Analysis of existing methods for diagnosing sleep apnea. 2. Development of new machine learning algorithms for analyzing data from wearable devices. 3. Validation of the developed models on real-world data. 4. Development of recommendations for practical application. popup.nrat_date 2025-01-20 Close