Placeholder chapter page. Sections are produced by the book-skills pipeline.
Sections
- 29.1 ECG morphology and leads
- 29.2 Arrhythmia and AFib detection at scale
- 29.3 Hidden-diagnosis ECG (LVEF, age/sex, hyperkalemia)
- 29.4 Beat-level vs record-level classification
- 29.5 Deep ECG models and ECG foundation models
- 29.6 Explainability and false-alarm triage
- 29.7 Clinical validation design
Lab 29
train an arrhythmia classifier with patient-level evaluation; probe an ECG foundation-model embedding.