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Predictor Portfolio

Luminalis has developed a suite of additional high-impact predictors at MVP, prototype, or advanced draft stages and many more in development:

  • COPD Exacerbation Predictor
    Forecasts transitions between GOLD categories 24–48 hours ahead using real-time vitals and weather integrations, helping to prevent escalation to high-intensity COPD interventions.
  • Pain Predictor
    Provides short-term pain trajectory forecasts and personalised sensitivity curves, enabling more precise analgesic planning and improved opioid stewardship.
  • Rare Disease Trajectory Modeller
    Predicts instability in diseases with highly individualised courses (e.g., ALS), where population-derived norms fail.
  • Sepsis Predictor
    Anticipates sepsis onset within a 24-hour window using subtle shifts in MAP, HR, RR, temperature patterns, and cognitive indicators.
  • Vulcan Age Predictor
    Estimates biological age based on blood biomarkers and physiological measures, offering insight beyond chronological years.
  • Lyme Disease Red Flag Model
    Predicts near-term infection risk using meteorological and environmental tick-population data, enabling targeted public-health awareness.
  • A predictor for elite athletic performance assessment
  • A predictor for physiotherapists in rehabilitative settings
  • A mental health mood predictor