Extracting patient lifestyle characteristics from Dutch clinical text with BERT models.
Muizelaar Hielke, Haas Marcel, van Dortmont Koert, +2 more·BMC medical informatics and decision making
BACKGROUND: BERT models have seen widespread use on unstructured text within the clinical domain. However, little to no research has been conducted into classifying unstructured clinical notes on the basis of patient lifestyle indicators, especially in Dutch. This article aims to test the feasibility of deep BERT model…