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Figure 1

From: A novel method for causal structure discovery from EHR data and its application to type-2 diabetes mellitus

Figure 1

Study design and evaluations. (A) Overview of the study design for Mayo Clinic (MC) EHR. (B) The workflow of the internal evaluation. Three methods FGES + raw, FGES + transf, and the proposed algorithm were compared using stability, precision, and recall. Orange color highlights the proposed method (Method 3). (C) The workflow of external comparison. The proposed method was applied to two datasets, MC and M Health Fairview (FV), and the resulting graphs were compared.

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