103 citations · 107 across the 5 of their papers we have counts for
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cs.LG2021★ 3 cited
Automated Respiratory Event Detection Using Deep Neural Networks
Thijs E Nassi, Wolfgang Ganglberger, Haoqi Sun +5
The gold standard to assess respiration during sleep is polysomnography; a technique that is burdensome, expensive (both in analysis time and measurement costs), and difficult to r…
cs.LG2017★ 103 cited
SLEEPNET: Automated Sleep Staging System via Deep Learning
Siddharth Biswal, Joshua Kulas, Haoqi Sun +4
Sleep disorders, such as sleep apnea, parasomnias, and hypersomnia, affect 50-70 million adults in the United States (Hillman et al., 2006). Overnight polysomnography (PSG), includ…