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107 results about "SLEEP APNEA (device)" patented technology

A CPAP device can help treat issues like loud snoring. Continuous positive airway pressure (CPAP) machines help treat people with sleep apnea. Use of a CPAP device may relieve nighttime headaches and other symptoms caused by sleep apnea. Untreated sleep apnea can make it difficult to stay awake during the day.

Method and device for detection of sleep apnea fragment based on unsupervised feature learning

The invention discloses a method and device for detection of a sleep apnea fragment based on unsupervised feature learning. The method includes the steps: collecting sleeping electrocardiosignals (ECG), performing analog-digital conversion on the ECG signals so as to obtain electrocardio digital signals, performing segmentation on the electrocardio digital signals according to minutes so as to obtain ECG segments, extracting a RR interphase sequence for correction according to the ECG segments, performing cubic spline interpolation and fast Fourier transform so as to obtain a frequency domainsequence, making a train set, constructing a stack-type sparse self-coding model, adopting an unlabeled data set to perform pre-training of a sparse self-encoder, performing unsupervised learning andfeature extraction on the frequency domain sequence, performing fine tuning on the stack-type sparse self-coding model by using a labeled train set, constructing a Softmax-hidden markov and time-dependent-cost-sensitive classification model, using the sparse self-coding model to obtain features and corresponding labels in the labeled train set, and training the Softmax-hidden markov and time-dependent-cost-sensitive classification model by using the features and corresponding labels in the labeled train set so as to obtain a sleep apnea classification model.
Owner:SUN YAT SEN UNIV

Epidemic prevention respirator with sleep apnea prevention function

The invention discloses an epidemic prevention respirator with a sleep apnea prevention function. The epidemic prevention respirator specifically comprises a bottom plate, an air source chamber, an air supply device and an inspiration mask, wherein the air source chamber is mounted at the top end of the bottom plate, universal wheels are fixed to the four corners of the bottom end of the bottom plate correspondingly, an air filtering chamber is formed in one side of the interior of the air source chamber, an oxygen generation chamber is arranged on the other side in the air source chamber, a first door body is hinged to one end, close to one side of the air filtering chamber, of the air source chamber, and a control panel is fixed to the side, close to the air filtering chamber, of the topend of the air source chamber. According to the epidemic prevention respirator with the sleep apnea prevention function, an air pressure sensor is arranged on the inspiration mask, the air pressure in the inspiration mask can be monitored in real time, once the head moves to cause air leakage of the inspiration mask during sleeping, the control panel can control a small inspiration pump to operate to perform air leakage compensation, unsmooth respiration of a user due to air leakage of the inspiration mask is avoided, and the use safety is higher.
Owner:东莞市史雷帝三维数控科技有限公司
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