Name
Title | ||
|---|---|---|
Automatic Sleep Staging in Children with Sleep Apnea using Photoplethysmography and Convolutional Neural Networks |
Abstract | ||
|---|---|---|
Sleep staging is of paramount importance in children with suspicion of pediatric obstructive sleep apnea (OSA). Complexity, cost, and intrusiveness of overnight polysomnography (PSG), the gold standard, have led to the search for alternative tests. In this sense, the photoplethysmography signal (PPG) carries useful information about the autonomous nervous activity associated to sleep stages and ca... |
Year | DOI | Venue |
|---|---|---|
2021 | 10.1109/EMBC46164.2021.9629995 | 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) |
Keywords | DocType | Volume |
Pediatrics,Pulse oximeter,Costs,Sleep,Databases,Photoplethysmography,Sleep apnea | Conference | 2021 |
ISSN | ISBN | Citations |
2694-0604 | 978-1-7281-1179-7 | 0 |
PageRank | References | Authors |
0.34 | 0 | 11 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Fernando Vaquerizo-Villar | 1 | 6 | 6.92 |
| Daniel Álvarez | 2 | 0 | 0.34 |
| Jan F. Kraemer | 3 | 0 | 0.34 |
| Niels Wessel | 4 | 0 | 0.34 |
| Gonzalo C. Gutiérrez-Tobal | 5 | 0 | 0.34 |
| Eva Calvo | 6 | 0 | 0.34 |
| Félix del Campo | 7 | 0 | 0.34 |
| Leila Kheirandish-Gozal | 8 | 0 | 0.34 |
| David Gozal | 9 | 0 | 0.34 |
| Thomas Penzel | 10 | 0 | 0.34 |
| Roberto Hornero | 11 | 0 | 0.34 |