Performance evaluation of the open-source Yet Another Spindle Algorithm sleep staging algorithm against gold standard manual evaluation of polysomnographic records in adolescence.

ABSTRACT:

Goal and aims

To evaluate an automatic sleep scoring algorithm against manual polysomnography sleep scoring.

Focus method/technology

Yet Another Spindle Algorithm automatic sleep staging algorithm.

Reference method/technology

Manual sleep scoring.

Sample

327 nights (151 healthy adolescents), from the NCANDA study.

Design

Participants underwent one-to-three overnight polysomnography recordings, one consisting of an event-related-potential paradigm.

Core analytics

Epoch by Epoch and discrepancy analyses (Bland Altman plots) were conducted on the overall sample.

Additional analytics and exploratory analyses

Epoch by Epoch and discrepancy analysis were repeated separately on standard polysomnography nights and event-related potential nights. Re

SUBMITTER: Benedetti D 

PROVIDER: S-EPMC11161906 | biostudies-literature | 2023 Dec

REPOSITORIES: biostudies-literature