Literature DB >> 27787779

Clinical Data Visualization: The Current State and Future Needs.

Jonathan P Wanderer1, Sara E Nelson2, Jesse M Ehrenfeld3, Shelby Monahan2, Soojin Park4.   

Abstract

The growing volume of clinical data in modern medical practice creates difficulties for clinicians when attempting to come to a full understanding of each patient's overall health status. Many different approaches to computer-based visualizations have been taken in an attempt to alleviate this burden; however, no single approach has been widely adopted. As a step towards optimization and standardization of data visualization in healthcare, this paper presents a diverse set of approaches to visualization for multiple organ systems. To do so we summarize best practices in design and evaluation while proposing usability testing methodology. We then review and illustrate the goals of various clinical data visualization techniques.

Entities:  

Keywords:  Data visualization; Laboratory data review; Physiologic data review

Mesh:

Substances:

Year:  2016        PMID: 27787779     DOI: 10.1007/s10916-016-0643-x

Source DB:  PubMed          Journal:  J Med Syst        ISSN: 0148-5598            Impact factor:   4.460


  20 in total

1.  A graphical object display improves anesthesiologists' performance on a simulated diagnostic task.

Authors:  G T Blike; S D Surgenor; K Whalen
Journal:  J Clin Monit Comput       Date:  1999-01       Impact factor: 2.502

2.  Collaborative practice: usability of text-based, electronic patient care guidelines.

Authors:  C Jane Wallace; Sherry Bigelow; Xiaomin Xu; Lynn Elstein
Journal:  Comput Inform Nurs       Date:  2007 Jan-Feb       Impact factor: 1.985

3.  User-designed information tools to support communication and care coordination in a trauma hospital.

Authors:  Ayse P Gurses; Yan Xiao; Peter Hu
Journal:  J Biomed Inform       Date:  2009-03-17       Impact factor: 6.317

4.  Comparison of four different display designs of a novel anaesthetic monitoring system, the 'integrated monitor of anaesthesia (IMA)'.

Authors:  S Charabati; D Bracco; P A Mathieu; T M Hemmerling
Journal:  Br J Anaesth       Date:  2009-09-18       Impact factor: 9.166

5.  Evaluating the decision accuracy and speed of clinical data visualizations.

Authors:  David S Pieczkiewicz; Stanley M Finkelstein
Journal:  J Am Med Inform Assoc       Date:  2010 Mar-Apr       Impact factor: 4.497

6.  A comparison of graphical and textual presentations of time series data to support medical decision making in the neonatal intensive care unit.

Authors:  Anna S Law; Yvonne Freer; Jim Hunter; Robert H Logie; Neil McIntosh; John Quinn
Journal:  J Clin Monit Comput       Date:  2005-06       Impact factor: 2.502

Review 7.  Mining electronic health records: towards better research applications and clinical care.

Authors:  Peter B Jensen; Lars J Jensen; Søren Brunak
Journal:  Nat Rev Genet       Date:  2012-05-02       Impact factor: 53.242

8.  Radical improvements in the display of clinical microbiology results: a Web-based clinical information system.

Authors:  K E Willard; D P Connelly; J R Johnson
Journal:  Am J Med       Date:  1996-11       Impact factor: 4.965

Review 9.  A systematic review of the designs of clinical technology: findings and recommendations for future research.

Authors:  Greg Alexander; Nancy Staggers
Journal:  ANS Adv Nurs Sci       Date:  2009 Jul-Sep       Impact factor: 1.824

10.  EHDViz: clinical dashboard development using open-source technologies.

Authors:  Marcus A Badgeley; Khader Shameer; Benjamin S Glicksberg; Max S Tomlinson; Matthew A Levin; Patrick J McCormick; Andrew Kasarskis; David L Reich; Joel T Dudley
Journal:  BMJ Open       Date:  2016-03-24       Impact factor: 2.692

View more
  5 in total

1.  A Web-Based Perioperative Dashboard as a Platform for Anesthesia Informatics Innovation.

Authors:  Thomas T Joseph; David B Wax; Raymond Goldstein; Jia Huang; Patrick J McCormick; Matthew A Levin
Journal:  Anesth Analg       Date:  2020-11       Impact factor: 5.108

2.  User-Centered Clinical Display Design Issues for Inpatient Providers.

Authors:  Thomas A Lasko; David A Owens; Daniel Fabbri; Jonathan P Wanderer; Julian Z Genkins; Laurie L Novak
Journal:  Appl Clin Inform       Date:  2020-10-21       Impact factor: 2.342

3.  A Perioperative Care Display for Understanding High Acuity Patients.

Authors:  Laurie Lovett Novak; Jonathan Wanderer; David A Owens; Daniel Fabbri; Julian Z Genkins; Thomas A Lasko
Journal:  Appl Clin Inform       Date:  2021-03-03       Impact factor: 2.342

4.  "It's Not as Simple as Just Looking at One Chart": A Qualitative Study Exploring Clinician's Opinions on Various Visualisation Strategies to Represent Longitudinal Actigraphy Data.

Authors:  Alison Keogh; William Johnston; Mitchell Ashton; Niladri Sett; Ronan Mullan; Seamas Donnelly; Jonas F Dorn; Francesc Calvo; Brian Mac Namee; Brian Caulfield
Journal:  Digit Biomark       Date:  2020-11-26

5.  Using mHealth to Provide Mobile App Users With Visualization of Health Checkup Data and Educational Videos on Lifestyle-Related Diseases: Methodological Framework for Content Development.

Authors:  Azusa Aida; Thomas Svensson; Akiko Kishi Svensson; Hirokazu Urushiyama; Kazuya Okushin; Gaku Oguri; Naoto Kubota; Kazuhiko Koike; Masaomi Nangaku; Takashi Kadowaki; Toshimasa Yamauchi; Ung-Il Chung
Journal:  JMIR Mhealth Uhealth       Date:  2020-10-21       Impact factor: 4.773

  5 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.