Search Results for author: Gyorgy J. Simon

Found 1 papers, 0 papers with code

A novel method for Causal Structure Discovery from EHR data, a demonstration on type-2 diabetes mellitus

no code implementations11 Nov 2020 Xinpeng Shen, Sisi Ma, Prashanthi Vemuri, M. Regina Castro, Pedro J. Caraballo, Gyorgy J. Simon

Electronic Health Records (EHR) contain a wealth of real-world data that holds promise for the discovery of disease mechanisms, yet the existing causal structure discovery (CSD) methods fall short on leveraging them due to the special characteristics of the EHR data.

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