
Device research record
Nonin 8000 finger pulse oximetry sensor
Signals and sensors
From the device record. Fields the source does not state are left out.
- Maker
- Nonin
- Form factor
- Finger pulse oximetry sensor
Datasets recorded with this device
Models trained or evaluated on its data
Models whose published training or evaluation datasets include recordings from this device.
AnySleep (FH Aachen; channel-agnostic EEG/EOG sleep stager, npj Digit Med 2026)EEGEOG2026 · Open weights
LPSGM (Large PSG Model; flexible-channel EEG/EOG/EMG sleep staging + clinical screening; ZJU / Hangzhou Seventh People's Hospital)Foundation modelEEGEMGEOG2026 · Open weights
SleepMaMi (SNU; macro+micro PSG sleep foundation model, ICML 2026)Foundation modelECGSpO₂Resp2026 · Open weights
Papers using these datasets
AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohortsnpj Digital Medicine · 2026
A Unified Flexible Large Polysomnography Model for Sleep Staging and Downstream Clinical Screening (LPSGM)medRxiv preprint · 2024
SleepMaMi: A Universal Sleep Foundation Model for Integrating Macro- and Micro-structuresICML 2026 · 2026
