학술논문

A web platform to monitor patients with sleep apnea
Document Type
Conference
Source
2021 6th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM) Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM), 2021 6th South-East Europe. :1-4 Sep, 2021
Subject
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Employee welfare
Machine learning algorithms
Design automation
Social networking (online)
Sociology
Europe
Depression
sleep apnea
web-based system
visualization platform
data analysis
Language
Abstract
Sleep Apnea Syndrome is a chronic disorder that leads to increased daytime sleepiness, is associated with causing accidents, developing cardiovascular and metabolic disorders as well as depression. It is estimated that 2 in 10 people suffer from sleep apnea while a large percentage of them remain undiagnosed. In people diagnosed with sleep apnea, the adherence to treatment is poor. The reference test is the polysomnogram (hereinafter referred to as polypnography) and the treatment of choice is the application of a pressure device. The objectives of the EuSleep project and its developed web platform are: (i) The development of a platform to store data from home recordings and monitor patients. (ii) The evaluation of undiagnosed individuals with screening in the general population. (iii) Better compliance with treatment through counseling services. (iv) The general improvement of the quality of life of the patients through the provision of services for the treatment of sleep apnea. Moreover, EuSleep project aims to materialize a more accurate, non-invasive screening test for sleep apnea, based on a set of targeted questions that is fed to a machine learning algorithm.