Supplementary Figure 1: Normalization and ontology-based hierarchical grouping of FAERS drugs, indications and AEs. | Nature Biotechnology

Supplementary Figure 1: Normalization and ontology-based hierarchical grouping of FAERS drugs, indications and AEs.

From: Data mining differential clinical outcomes associated with drug regimens using adverse event reporting data

Supplementary Figure 1

A semi-supervised multi-step iterative approach is used to normalize and unify drug entries to known generic names and further categorize into therapeutic classes based on the ATC nomenclature. Drug normalization ROC curve shows that our default mapping has a 93.5% TP rate matching them with generic labels (Supplementary Table 2).

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