Figure 2. Development, validation, and application of a deep learning NLP approach (Clinical BERT) to identify statin nonuse and reasons for statin nonuse from unstructured data of individuals with diabetes.

BERT indicates Bidirectional Encoder Representations from Transformers; and NLP, natural language processing.