Design of Experiments for Model Discrimination Hybridising Analytical and Data-Driven Approaches

ICML 2018 Simon OlofssonMarc Peter DeisenrothRuth Misener

Healthcare companies must submit pharmaceutical drugs or medical devices to regulatory bodies before marketing new technology. Regulatory bodies frequently require transparent and interpretable computational modelling to justify a new healthcare technology, but researchers may have several competing models for a biological system and too little data to discriminate between the models... (read more)

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