Dies ist eine Übersichtsseite mit Metadaten zu dieser wissenschaftlichen Arbeit. Der vollständige Artikel ist beim Verlag verfügbar.
More Text Please! Understanding and Supporting the Use of Visualization for Clinical Text Overview
54
Zitationen
4
Autoren
2018
Jahr
Abstract
Clinical practice is heavily reliant on the use of unstructured text to document patient stories due to its expressive and flexible nature. However, a physician's capacity to recover information from text for clinical overview is severely affected when records get longer and time pressure increases. Data visualization strategies have been explored to aid in information retrieval by replacing text with graphical summaries, though often at the cost of omitting important text features. This causes physician mistrust and limits real-world adoption. This work presents our investigation into the role and use of text in clinical practice, and reports on efforts to assess the best of both worlds---text and visualization---to facilitate clinical overview. We report on insights garnered from a field study, and the lessons learned from an iterative design process and evaluation of a text-visualization prototype, MedStory, with 14 medical professionals. The results led to a number of grounded design recommendations to guide visualization design to support clinical text overview.
Ähnliche Arbeiten
Visualizing Data using t-SNE
2008 · 35.711 Zit.
Silhouettes: A graphical aid to the interpretation and validation of cluster analysis
1987 · 20.394 Zit.
Software survey: VOSviewer, a computer program for bibliometric mapping
2009 · 19.309 Zit.
bibliometrix : An R-tool for comprehensive science mapping analysis
2017 · 13.753 Zit.
Gephi: An Open Source Software for Exploring and Manipulating Networks
2009 · 11.184 Zit.