2 papers
cs.DB2024
A harmonized and interoperable format for storing and processing polysomnography data
Riku Huttunen, Matias Rusanen, Sami Nikkonen +2
Polysomnography (PSG) data is recorded and stored in various formats depending on the recording software. Although the PSG data can usually be exported to open formats, such as the…
cs.LG2023
aSAGA: Automatic Sleep Analysis with Gray Areas
Matias Rusanen, Gabriel Jouan, Riku Huttunen +10
State-of-the-art automatic sleep staging methods have already demonstrated comparable reliability and superior time efficiency to manual sleep staging. However, fully automatic bla…