Evaluating topic model interpretability from a primary care physician perspective
A topic model with three different parameter settings is fit to a large collection of clinical reports. The interpretability of discovered topics is evaluated by clinicians and laypersons. Clinicians are significantly more capable of interpreting topics than laypersons. Topics hold potential for applications in automatic summarization.
topic modeling primary care clinical reports