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. 2020 Jul 27;27(10):1510–1519. doi: 10.1093/jamia/ocaa080

Figure 1.

Figure 1.

Architecture of our proposed framework for concept normalization. The edges out of a search process indicate the number of matches necessary to follow the edge. Outlined nodes are terminal states that represent the predictions of the model. Candidate generator (a–e). Candidate reranker (f). BERT: Bidirectional Encoder Representations from Transformers; CUI: concept unique identifier; UMLS: Unified Medical Language System.