Technical Name Audio features applied to the assessment system for sleep apnea
Project Operator Taipei Medical University
Project Host 劉文德
Summary
Sleep apnea patients will be "the silence - the moment a loud noise - gradually lower the volume" in reply breathing after apnea feature can be used to evaluate sleep apnea events. In addition, air flow changes in patients with sleep throat, repeated vibration and friction can cause mucosal changes in sound quality audio to speak, so patients were collected before sleep, audio features, the establishment of a personalized audio model of sleep apnea, may as the assessment of sleep apnea.
Scientific Breakthrough
As a home long-term assessment of sleep apnea severity of the application, through the simple audio collection device (mobile phones, smart speakers) upload audio can be automatically judged. To assess the extent of improvement before and after treatment. Reduce the consumption of medical resources in medical institutions.
This technology and algorithm can be embedded in other home IOT devices
Industrial Applicability
As a home long-term assessment of sleep apnea severity of the application, through the simple audio collection device (mobile phones, smart speakers) upload audio can be automatically judged. To assess the extent of improvement before and after treatment. Reduce the consumption of medical resources in medical institutions.
This technology and algorithm can be embedded in other home IOT devices
Keyword sleep apnea syndrome snoring AI IOT home testing sound feature upper airway throat cough sleep
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