Noncontact Sleep Monitoring With Infrared Video Data to Estimate Sleep Apnea Severity and Distinguish Between Positional and Nonpositional Sleep Apnea: Model Development and Experimental Validation
BackgroundSleep apnea is a respiratory disorder characterized by frequent breathing cessation during sleep. Sleep apnea severity is determined by the apnea-hypopnea index (AHI), which is the hourly rate of respiratory events. In positional sleep apnea, the AHI is higher in the supine sleeping positi...
Saved in:
Main Authors: | Sina Akbarian (Author), Nasim Montazeri Ghahjaverestan (Author), Azadeh Yadollahi (Author), Babak Taati (Author) |
---|---|
Format: | Book |
Published: |
JMIR Publications,
2021-11-01T00:00:00Z.
|
Subjects: | |
Online Access: | Connect to this object online. |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Distinguishing Obstructive Versus Central Apneas in Infrared Video of Sleep Using Deep Learning: Validation Study
by: Akbarian, Sina, et al.
Published: (2020) -
Sleep Apnea Recent Updates
Published: (2017) -
Obstructive Sleep Apnea
by: R. Rashed, et al.
Published: (2006) -
Obstructive sleep apnea
by: Joseph Arnold, et al.
Published: (2017) -
Obstructive sleep apnea
by: Steven D. Brass, et al.
Published: (2011)