Demystifying the black box: the importance of interpretability of predictive models in neurocritical care

HIGHLIGHTS

  • who: Laura Moss from the NICU at Cambridge University Hospitals, Cambridge have published the research work: Demystifying the Black Box: The Importance of Interpretability of Predictive Models in Neurocritical Care, in the Journal: (JOURNAL)
  • what: To generate an explanation from a model, understanding and knowledge of the inner workings of the model is needed, i.e., it requires reasoning about the variables, which in turn requires domain knowledge and model context. It is important to be aware of this limitation because the clinician is left to make their own interpretation of what they think the . . .

     

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