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(Journal of Biomedical Informatics[TA])
1,975 results
  • A Convolutional Route to Abbreviation Disambiguation in Clinical Text. [Journal Article]
  • JBJ Biomed Inform 2018 Aug 14
  • Joopudi V, Dandala B, Devarakonda M
  • CONCLUSIONS: The neural network models work well in disambiguating abbreviations in clinical narratives, and they are robust across datasets. This avoids feature-engineering for each dataset. Coupled with an enhanced auto-training data generation, neural networks can simplify development of a practical abbreviation disambiguation system.
  • An Approach to Automatic Process Deviation Detection in a Time-Critical Clinical Process. [Journal Article]
  • JBJ Biomed Inform 2018 Jul 30
  • Yang S, Sarcevic A, … Burd RS
  • CONCLUSIONS: Our approach to automatic deviation detection provides a method for identifying repeated, omitted and out-of-sequence activities that can be included in the design of decision support systems for complex medical processes. Our findings show the importance of assessing detected deviations for repairing a knowledge-driven model that best represents "work as done."
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