Back to search

Article

A Zero-Burden Sleep Foundation Model Built on Cardiorespiratory Signals from 1,400,000+ Hours of Multi-Ethnic Sleep Recordings

2025-09-09

Abstract excerpt

<h4>BACKGROUND</h4> Sleep disorders pose a major global health burden and are associated with a wide range of adverse health outcomes. Polysomnography (PSG) is the gold standard for sleep assessment, but it remains impractical for home-based or long-term monitoring. We investigated whether overnight cardiorespiratory signals, which can be acquired with zero-burden to users, can enable accurate sleep assessment at...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
875c6815-9500-5676-9e5a-c40f2c5b5798
DOI
10.1101/2025.09.06.25335216
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
A Zero-Burden Sleep Foundation Model Built on Cardiorespiratory Signals from 1,400,000+ Hours of Multi-Ethnic Sleep RecordingsDOI 10.1101/2025.09.06.25335216
Select a neighboring publication to make it the new centre.