CPAP Buddy | Research Dashboard
Research · Anonymised
CPAP Therapy Adherence

Trajectory Classification Dashboard

Automated daily data collection and Growth Mixture Model (GMM) classification of CPAP usage trajectories for the Royal Brompton internal validation cohort.
K=6 GMM · live scoring N=162 internal validation cohort Daily automated ingest N7 / N14 prospective timepoints
Views
RBH internal cohort
The 162 Royal Brompton patients — trial status, class distribution, trajectory plots, and the full patient list.
CPAP Buddy
Prospective trial cohort via the CPAP Buddy app — awaiting patient registration.
Daily View
Per-patient CPAP usage for any given date — usage hours, AHI, and compliance status.
Live Status
Real-time scrape monitor — active run progress, log tail, keep-alive status. Auto-refreshes every 5 seconds.
GMM Models
Dielesen et al. (2025) K=6 GMM — the live scoring model. Centroids, fit metrics, and trajectory plot.
API Docs
Interactive Swagger documentation for all REST endpoints — patients, classifications, nightly usage.