Back to search

Article

A Multimodal Sleep Foundation Model for Disease Prediction

2025-02-06

Abstract excerpt

Sleep is a fundamental biological process with broad implications for physical and mental health, yet its complex relationship with disease remains poorly understood. Polysomnog-raphy (PSG), the gold standard for sleep analysis, captures rich physiological signals but remains underutilized due to challenges in standardization, generalizability, and multimodal integration. To address these limitations, we developed...

Topics

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

Identifiers and source

Literature Corpus work
068088ea-df7d-5da6-a365-a2372cc4de0d
DOI
10.1101/2025.02.04.25321675
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 Multimodal Sleep Foundation Model for Disease PredictionDOI 10.1101/2025.02.04.25321675
Select a neighboring publication to make it the new centre.