BSc Thesis · Midpoint

Time Series Analysis of Sleep Disorders

Using machine learning to support sleep apnea detection.
PresentersPeter Mayer (D)·Mathias Pérez Qvillberg (D)
Team Giovanna Baffoe (D)· Mickail Baledi (D)· Gunnar Johansson (DV)· Josef Mariam (D)· Peter Mayer (D)· Mathias Pérez Qvillberg (D)

What You Should Take Away

  • What PSG data is and why it matters.
  • Why fair model comparison is harder than it looks.
  • Where we are now, and what we do next.

Starting question

How can we make sleep diagnostics faster without lowering quality?