Bedside Camera Matches Clinical EEG for REM Detection, Enabling Home Sleep Monitoring
A consumer‑grade bedside camera was tested against a clinical EEG and reliably identified REM sleep across multiple classifiers. The validation shows low‑cost video can deliver sleep‑stage data traditionally reserved for lab equipment, paving the way for scalable home monitoring.