Major Depressive Disorder (and Bipolar Disease)

Smoller, Perlis, et al.,

Discussed the challenge of merging note-level NLP conclusions to wholistic patient evaluations.

Reviewed various Bayesian and (more broadly) machine learning approaches to defining which notes contribute most to the accurate classification of the patient phenotype.