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ROADMAP.md

EEG Sleep Analysis Project Roadmap

Phase 1 – Data Preparation

  • Request and load dataset
  • Create unified data structure for all signals
  • Label 30s epochs with sleep stages
  • Normalize/standardize signals
  • Implement temporal resolution access (epoch, minute, stage)

Phase 2 – Metrics Engine

  • Build querying interface for patient/time/stage filters
  • Compute time spent in each sleep stage
  • Calculate sleep efficiency per patient
  • Aggregate mean/variance of signals by stage

Phase 3 – Dashboard Development

  • Create hypnogram visualizer with patient selector
  • Build interactive time-series plots with range selectors
  • Add bar/box plot generators for summary stats
  • Implement filters (patient, stage, resolution)