Combining scEEG and PPG for reliable sleep staging

arXiv:2602.15042 · eess.SP, cs.AI · Submitted 2026-02-04 · Read on arXiv

eess.SP, cs.AI

Submitted: 2026-02-04

Updated: 2026-10-09

Code: https://github.com/DavyWJW/scEEG-PPGFusion

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Cleveland Family Study — 1× in this paper
• Multi-Ethnic Study of Atherosclerosis — 1× in this paper

Sources

• NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG
• CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding

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