IEEE - Institute of Electrical and Electronics Engineers, Inc. - A Structured Learning Approach with Neural Conditional Random Fields for Sleep Staging

2018 IEEE International Conference on Big Data (Big Data)

Author(s): Karan Aggarwal ; Swaraj Khadanga ; Shafiq Joty ; Louis Kazaglis ; Jaideep Srivastava
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 December 2018
Conference Location: Seattle, WA, USA, USA
Conference Date: 10 December 2018
Page(s): 1,318 - 1,327
ISBN (Electronic): 978-1-5386-5035-6
ISBN (USB): 978-1-5386-5034-9
DOI: 10.1109/BigData.2018.8622286
Regular:

Sleep plays a vital role in human health, both mental and physical. Sleep disorders like sleep apnea are increasing in prevalence, with the rapid increase in factors like obesity. Sleep apnea is... View More

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