Slide 14 · Wrap-up

Closing

From a broad idea to a focused comparative study.

Summary

  • We narrowed scope to sleep apnea and same-split benchmarking.
  • Dataset and compute workflow are in place.
  • Next: baselines and implementation comparisons.

Framing

Decision support for clinicians, not self-diagnosis.

What We Learned

  • Narrowing scope early made the thesis more defensible.
  • Reproducing papers means matching labels, preprocessing, and compute.
  • Shared writing, data, and experiment routines mattered early.