NBME Patient Note Scoring

Using a collection of patient notes from Step 2 Clinical Skills examination data from National Board of Medical Examiners (NBME), we train medical concept extractors that achieve satisfactory performance on mapping clinical concept features to word sequences expressed in clinical patient notes. Our best model achieves 0.928 F1 score on the validation set and 0.797 on the test set.

Learn more about this on the Github. Read the full paper and poster.