26 citations · 38 across the 5 of their papers we have counts for
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cs.LG2021★ 26 cited
SomnNET: An SpO2 Based Deep Learning Network for Sleep Apnea Detection in Smartwatches
Arlene John, Koushik Kumar Nundy, Barry Cardiff +1
The abnormal pause or rate reduction in breathing is known as the sleep-apnea hypopnea syndrome and affects the quality of sleep of an individual. A novel method for the detection…
cs.LG2021
A 1D-CNN Based Deep Learning Technique for Sleep Apnea Detection in IoT Sensors
Arlene John, Barry Cardiff, Deepu John
Internet of Things (IoT) enabled wearable sensors for health monitoring are widely used to reduce the cost of personal healthcare and improve quality of life. The sleep apnea-hypop…