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Information × Registration Number 0121U110623, ( 0223U002725  ) R & D request Title Intelligent service for diagnosing the human respiratory system condition to reduce risks in a pandemic COVID-19 Head Petrenko Anatolii I., д.т.н. Registration Date 18-04-2021 Organization Educational and Scientific Complex "Institute for Applied System Analysis" of National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute" popup.description1 In the context of the COVID-19 pandemic, the presence of respiratory disorders is reasonably considered as a threatening risk factor, so an approach to the organization of the real time diagnostics of people with sleep apnea (featured by periods of cessation of breathing (apnea) and periods of decreased breathing (hypopnea) in sleep) is proposed based on the use of convolutional neural networks and special processing of accelerometer signals (by converting one-dimensional signals into two-dimensional ones), registering the movement of the chest. popup.nrat_date 2024-12-09 Close