IEEE - Institute of Electrical and Electronics Engineers, Inc. - In-Home Sleep Apnea Severity Classification using Contact-free Load Cells and an AdaBoosted Decision Tree Algorithm

2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Author(s): Clara Mosquera-Lopez ; Joseph Leitschuh ; John Condon ; Chad C. Hagen ; Cody Hanks ; Peter G. Jacobs
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2018
Conference Location: Honolulu, HI, USA
Conference Date: 18 July 2018
Page(s): 6,044 - 6,047
ISBN (Electronic): 978-1-5386-3646-6
ISBN (USB): 978-1-5386-3645-9
ISSN (Electronic): 1558-4615
DOI: 10.1109/EMBC.2018.8513602
Regular:

We present a method for automated diagnosis and classification of severity of sleep apnea using an array of non-contact pressure-sensitive sensors placed underneath a mattress as an alternative to... View More

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