Article

Nyx: a flexible framework for sleep scoring across species, lifespan and modalities

2026-07-28

Abstract excerpt

Sleep is a key factor in almost every physiological process, yet scoring tools lag behind innovations in basic to clinical research. New automated algorithms are trained on narrow datasets, typically healthy adult mouse or human, and fail to generalise, leaving labs to fall back on slow, laborious, and often poorly reproducible manual scoring. Here we introduce Nyx, an unsupervised framework built on principal com...

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Literature Corpus work: 43fe42a8-0037-58d0-9fdf-b7bdbc0aa5b9
DOI: 10.64898/2026.07.24.740558

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