Login / Signup

Patient Information Summarization in Clinical Settings: Scoping Review.

Daniel KeszthelyiChristophe Gaudet-BlavignacMina BjelogrlicChristian Lovis
Published in: JMIR medical informatics (2023)
The scientific literature contains many propositions for summarizing patient information but reports very few comparisons of these proposals. This work proposes to compare these algorithms through how they conserve essential aspects of clinical information and through the "collect-synthesize-communicate" framework. We found that current propositions usually address these 3 steps only partially. Moreover, they conserve and use temporality, uncertainty, and pertinent medical aspects to varying extents, and solutions are often preliminary.
Keyphrases
  • case report
  • health information
  • systematic review
  • machine learning
  • healthcare
  • emergency department
  • deep learning