Literature DB >> 29854248

Interactive Visualization and Exploration of Patient Progression in a Hospital Setting.

Wathsala Widanagamaachchi1,2, Yarden Livnat1, Peer-Timo Bremer1,3, Scott Duvall2, Valerio Pascucci1.   

Abstract

As medical organizations increasingly adopt the use of electronic health records (EHRs), large volumes of clinical data are being captured on a daily basis. These data provide comprehensive information about patients and have the potential to improve a wide range of application domains in healthcare. Physicians and clinical researchers are interested in finding effective ways to understand this abundance of data. Use of visual analytics to explore healthcare data is one such research direction. Here, we present a visualization and analysis environment to understand patient progression over time. Through the use of optimized data structures and progressive visualization techniques, we allow users to interactively explore how patients and their progression change over time. Compared to existing techniques, our work provides additional flexibility in analyzing patient data and has the potential to be used in a real-time hospital setting. Finally, we demonstrate the utility of our approach using a publicly available intensive care unit (ICU) database.

Entities:  

Mesh:

Year:  2018        PMID: 29854248      PMCID: PMC5977592     

Source DB:  PubMed          Journal:  AMIA Annu Symp Proc        ISSN: 1559-4076


  7 in total

1.  Interactive Exploration and Analysis of Large-Scale Simulations Using Topology-Based Data Segmentation.

Authors:  Peer-Timo Bremer; Gunther Weber; Julien Tierny; Valerio Pascucci; Marcus S Day; John B Bell
Journal:  IEEE Trans Vis Comput Graph       Date:  2010-12-17       Impact factor: 4.579

2.  Multiparameter Intelligent Monitoring in Intensive Care II: a public-access intensive care unit database.

Authors:  Mohammed Saeed; Mauricio Villarroel; Andrew T Reisner; Gari Clifford; Li-Wei Lehman; George Moody; Thomas Heldt; Tin H Kyaw; Benjamin Moody; Roger G Mark
Journal:  Crit Care Med       Date:  2011-05       Impact factor: 7.598

3.  Design and evaluation of a web-based interactive visualization system for lung transplant home monitoring data.

Authors:  David S Pieczkiewicz; Stanley M Finkelstein; Marshall I Hertz
Journal:  AMIA Annu Symp Proc       Date:  2007-10-11

4.  "Big data" in the intensive care unit. Closing the data loop.

Authors:  Leo Anthony Celi; Roger G Mark; David J Stone; Robert A Montgomery
Journal:  Am J Respir Crit Care Med       Date:  2013-06-01       Impact factor: 21.405

5.  Analyzing and tracking burning structures in lean premixed hydrogen flames.

Authors:  Peer-Timo Bremer; Gunther H Weber; Valerio Pascucci; Marc Day; John B Bell
Journal:  IEEE Trans Vis Comput Graph       Date:  2010 Mar-Apr       Impact factor: 4.579

6.  Case study on visualizing hurricanes using illustration-inspired techniques.

Authors:  Alark Joshi; Jesus Caban; Penny Rheingans; Lynn Sparling
Journal:  IEEE Trans Vis Comput Graph       Date:  2009 Sep-Oct       Impact factor: 4.579

7.  Personalized mortality prediction driven by electronic medical data and a patient similarity metric.

Authors:  Joon Lee; David M Maslove; Joel A Dubin
Journal:  PLoS One       Date:  2015-05-15       Impact factor: 3.240

  7 in total
  2 in total

1.  Composer-Visual Cohort Analysis of Patient Outcomes.

Authors:  Jen Rogers; Nicholas Spina; Ashley Neese; Rachel Hess; Darrel Brodke; Alexander Lex
Journal:  Appl Clin Inform       Date:  2019-04-24       Impact factor: 2.342

Review 2.  Visual Analytic Tools and Techniques in Population Health and Health Services Research: Scoping Review.

Authors:  Jawad Ahmed Chishtie; Jean-Sebastien Marchand; Luke A Turcotte; Iwona Anna Bielska; Jessica Babineau; Monica Cepoiu-Martin; Michael Irvine; Sarah Munce; Sally Abudiab; Marko Bjelica; Saima Hossain; Muhammad Imran; Tara Jeji; Susan Jaglal
Journal:  J Med Internet Res       Date:  2020-12-03       Impact factor: 5.428

  2 in total

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