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CLM Machine Learning (Better patient outcomes (Clinical outcomes (HT:…
CLM Machine Learning
Better patient outcomes
Clinical outcomes
HT: Optimal BP achieved faster
HT: Lower overall BP acheived
Reduced side effects
HT: Ankle swelling reduced
Better adherence
HT: Patient adherence improved
Patient goals
Business Objectives
CLM Valuation
Compelling demo
Intellectual property
Technical capabilities
Capability building
Sustainable Foundations
Team
ML Pipeline
Data gathering
Data ingestion
Ability to react to change
New algorithms
New datasets
New scientific discoveries
New devices
Stratified Medicine
Use genetics / snps as features
Patient classification
Interaction style
Number pref
Better / worse feeling
Improve health system
Efficiency
Better value treatment
Reduce health budgets
Re-apportion health budgets
Scale up to treat more people
Clinical efficiency