Literature DB >> 21347062

Cognitive analysis of the summarization of longitudinal patient records.

Daniel Reichert1, David Kaufman, Benjamin Bloxham, Herbert Chase, Noémie Elhadad.   

Abstract

Electronic health records contain an abundance of valuable information that can be used to guide patient care. However, the large volume of information embodied in these records also renders access to relevant information a time-consuming and inefficient process. Our ultimate objective is to develop an automated summarizer that succinctly captures all relevant information in the patient record. In this paper, we present a cognitive study of 8 clinicians who were asked to create summaries based on data contained in the patients' electronic health record. The study characterized the primary sources of information that were prioritized by clinicians, the temporal strategies used to develop a summary and the cognitive operations used to guide the summarization process. Although we would not expect the automated summarizer to emulate human performance, we anticipate that this study will inform its development in instrumental ways.

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Mesh:

Year:  2010        PMID: 21347062      PMCID: PMC3041351     

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


  6 in total

1.  Improving safety with information technology.

Authors:  David W Bates; Atul A Gawande
Journal:  N Engl J Med       Date:  2003-06-19       Impact factor: 91.245

2.  Will the wave finally break? A brief view of the adoption of electronic medical records in the United States.

Authors:  Eta S Berner; Don E Detmer; Donald Simborg
Journal:  J Am Med Inform Assoc       Date:  2004-10-18       Impact factor: 4.497

Review 3.  Identifying reasoning strategies in medical decision making: a methodological guide.

Authors:  Jose F Arocha; Dongwen Wang; Vimla L Patel
Journal:  J Biomed Inform       Date:  2005-04       Impact factor: 6.317

4.  Critical issues in an electronic documentation system.

Authors:  Charlene R Weir; Jonathan R Nebeker
Journal:  AMIA Annu Symp Proc       Date:  2007-10-11

5.  Quantifying clinical narrative redundancy in an electronic health record.

Authors:  Jesse O Wrenn; Daniel M Stein; Suzanne Bakken; Peter D Stetson
Journal:  J Am Med Inform Assoc       Date:  2010 Jan-Feb       Impact factor: 4.497

6.  Use and impact of a computer-generated patient summary worksheet for primary care.

Authors:  Adam B Wilcox; Spencer S Jones; David A Dorr; Wayne Cannon; Laurie Burns; Kelli Radican; Kent Christensen; Cherie Brunker; Ann Larsen; Scott P Narus; Sidney N Thornton; Paul D Clayton
Journal:  AMIA Annu Symp Proc       Date:  2005
  6 in total
  16 in total

1.  Can Patient Record Summarization Support Quality Metric Abstraction?

Authors:  Rimma Pivovarov; Yael Judith Coppleson; Sharon Lipsky Gorman; David K Vawdrey; Noémie Elhadad
Journal:  AMIA Annu Symp Proc       Date:  2017-02-10

2.  What do physicians read (and ignore) in electronic progress notes?

Authors:  P J Brown; J L Marquard; B Amster; M Romoser; J Friderici; S Goff; D Fisher
Journal:  Appl Clin Inform       Date:  2014-04-23       Impact factor: 2.342

3.  Degree centrality for semantic abstraction summarization of therapeutic studies.

Authors:  Han Zhang; Marcelo Fiszman; Dongwook Shin; Christopher M Miller; Graciela Rosemblat; Thomas C Rindflesch
Journal:  J Biomed Inform       Date:  2011-05-08       Impact factor: 6.317

4.  Foraging for Information in the EHR: The Search for Adherence Related Information by Mental Health Clinicians.

Authors:  Bryan Gibson; Jorie Butler; Maryan Zirkle; Kenric Hammond; Charlene Weir
Journal:  AMIA Annu Symp Proc       Date:  2017-02-10

5.  Automatic Generation of Conditional Diagnostic Guidelines.

Authors:  Tyler Baldwin; Yufan Guo; Tanveer Syeda-Mahmood
Journal:  AMIA Annu Symp Proc       Date:  2017-02-10

6.  A Multisite Survey Study of EMR Review Habits, Information Needs, and Display Preferences among Medical ICU Clinicians Evaluating New Patients.

Authors:  Matthew E Nolan; Rodrigo Cartin-Ceba; Pablo Moreno-Franco; Brian Pickering; Vitaly Herasevich
Journal:  Appl Clin Inform       Date:  2017-12-22       Impact factor: 2.342

7.  What's in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization.

Authors:  Griffin Adams; Emily Alsentzer; Mert Ketenci; Jason Zucker; Noémie Elhadad
Journal:  Proc Conf       Date:  2021-06

8.  Health IT Usability Focus Section: Data Use and Navigation Patterns among Medical ICU Clinicians during Electronic Chart Review.

Authors:  Matthew E Nolan; Rizwan Siwani; Haytham Helmi; Brian W Pickering; Pablo Moreno-Franco; Vitaly Herasevich
Journal:  Appl Clin Inform       Date:  2017-12-14       Impact factor: 2.342

9.  Clinical Summarization Capabilities of Commercially-available and Internally-developed Electronic Health Records.

Authors:  Archana Laxmisan; Allison B McCoy; Adam Wright; Dean F Sittig
Journal:  Appl Clin Inform       Date:  2012-02-22       Impact factor: 2.342

10.  The clinician in the Driver's Seat: part 1 - a drag/drop user-composable electronic health record platform.

Authors:  Yalini Senathirajah; Suzanne Bakken; David Kaufman
Journal:  J Biomed Inform       Date:  2014-09-18       Impact factor: 6.317

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