XSleepNet : Multi-View Sequential Model for Automatic Sleep Staging
Automating sleep staging is vital to scale up sleep assessment and diagnosis to serve millions experiencing sleep deprivation and disorders and enable longitudinal sleep monitoring in home environments. Learning from raw polysomnography signals and their derived time-frequency image representations...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 44(2022), 9 vom: 03. Sept., Seite 5903-5915
|
|---|
| 1. Verfasser: |
Phan, Huy
(VerfasserIn) |
|---|
| Weitere Verfasser: |
Chen, Oliver Y,
Tran, Minh C,
Koch, Philipp,
Mertins, Alfred,
De Vos, Maarten |
|---|
| Format: | Online-Aufsatz
|
|---|
| Sprache: | English |
|---|
| Veröffentlicht: |
2022
|
|---|
| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
|
|---|
| Schlagworte: | Journal Article
Research Support, Non-U.S. Gov't |
|---|