Conference paper Open Access
A novel, adaptive decision support system for diabetes self-management using artificial intelligence and mathematical modelling
Imperial college London, Oxford Brookes University
PEPPER (Patient Empowerment through Predictive PERsonalised decision support) is a research and innovation project to develop a personalised clinical decision support system for Type 1 diabetes self-management. The tool provides insulin bolus dose advice and carbohydrate recommendations, tailored to the needs of individuals. The former is determined by Case-Based Reasoning (CBR) an artificial intelligence technique that adapts to new situations according to past experience. The latter uses a model-based approach that also promotes safety by providing glucose alarms, low-glucose insulin suspension and fault detection
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- Publication date:
- March 21, 2019
- DOI:
-
- License (for files):
- Creative Commons Attribution 4.0 International