Evaluation of standard and semantically-augmented distance metrics for neurology patients.
Daniel B HierJonathan J KopelSteven U BrintDonald C WunschGayla R OlbrichtSima AziziBlaine AllenPublished in: BMC medical informatics and decision making (2020)
Although semantic augmentation reduced inter-patient distances, we did not find improved classification accuracy or improved cluster quality with semantically augmented patient distance metrics when applied to a dataset of neurology patients. Further work is needed to assess the utility of semantically augmented patient distances.