Initial Idea (In Plain Terms)
- Use signals from the body to detect abnormal sleep events.
- Compare classical ML and deep learning.
- Evaluate both prediction quality and latency.
Why PSGGold standard, but expensive and manually scored.
Context
What a PSG looks like
PSG Recorder
EEG real
ECG filtered
Airflow filtered
EEG
Electrical brain activity
ECG
Heart rhythm patterns
Resp
Breathing effort + airflow
SpO2
Blood oxygen level