A novel method for causal structure discovery from EHR data and its application to type-2 diabetes mellitus.
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DOI: 10.1038/s41598-021-99990-7
Abstract: Modern AI-based clinical decision support models owe their success in part to the very large number of predictors they use. Safe and robust decision support, especially for intervention planning, requires causal, not associative, relationships. Traditional… read more here.
Keywords: data application; ehr data; causal; causal structure ... See more keywords