Clinical monitoring using regression-based trend templates

  title={Clinical monitoring using regression-based trend templates},
  author={Ira J. Haimowitz and P. P. Le and Isaac S. Kohane},
  journal={Artificial intelligence in medicine},
  volume={7 6},
Our computer program TrenDx detects clinically significant trends in time-ordered patient data by matching data to patterns called trend templates, denoting multivariate temporal and value variation in normality and in disease. Previously a purely constraint-based TrenDx diagnosed pediatric growth trends and reached the same diagnoses as a panel of experts, at a time no later than the experts, in most of 30 cases. Improvement required resolving outstanding representational issues. In this paper… CONTINUE READING