Acoustic Screening for Obstructive Sleep Apnea in Home Environments Based on Deep Neural Networks
Author:
Affiliation:
1. Department of Computer Science, University of Sheffield, Sheffield, U.K.
2. Sleep and Circadian Neuroscience Institute (SCNi), Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, U.K.
Funder
Ph.D. studentship from Passion For Life Healthcare Limited
University of Sheffield
Innovate UK
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Health Information Management,Electrical and Electronic Engineering,Computer Science Applications,Health Informatics
Link
http://xplorestaging.ieee.org/ielx7/6221020/9813470/09721570.pdf?arnumber=9721570
Reference47 articles.
1. STATISTICAL METHODS FOR ASSESSING AGREEMENT BETWEEN TWO METHODS OF CLINICAL MEASUREMENT
2. TensorFlow: A system for large-scale machine learning;abadi;Proc 12th USENIX Symp Operating Syst Des Implementation,0
3. Screening for obstructive sleep apnea with novel hybrid acoustic smartphone app technology
4. Entropy Analysis of Acoustic Signals Recorded With a Smartphone for Detecting Apneas and Hypopneas: A Comparison With a Commercial System for Home Sleep Apnea Diagnosis
5. Tracheal Sound Analysis Using a Deep Neural Network to Detect Sleep Apnea
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