Fig. 7: NLP model performance comparisons.

Performance comparison of our final model (BCH BERT on relevant sentences) and other models. Comparing, having the full note as the input vs. only the relevant sentences as well as, having ClinicalBERT vs the same model further pretrained on BCH data (BCH BERT).