Literature DB >> 22468161

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

Archana Laxmisan1, Allison B McCoy, Adam Wright, Dean F Sittig.   

Abstract

OBJECTIVE: Clinical summarization, the process by which relevant patient information is electronically summarized and presented at the point of care, is of increasing importance given the increasing volume of clinical data in electronic health record systems (EHRs). There is a paucity of research on electronic clinical summarization, including the capabilities of currently available EHR systems.
METHODS: We compared different aspects of general clinical summary screens used in twelve different EHR systems using a previously described conceptual model: AORTIS (Aggregation, Organization, Reduction, Interpretation and Synthesis).
RESULTS: We found a wide variation in the EHRs' summarization capabilities: all systems were capable of simple aggregation and organization of limited clinical content, but only one demonstrated an ability to synthesize information from the data.
CONCLUSION: Improvement of the clinical summary screen functionality for currently available EHRs is necessary. Further research should identify strategies and methods for creating easy to use, well-designed clinical summary screens that aggregate, organize and reduce all pertinent patient information as well as provide clinical interpretations and synthesis as required.

Entities:  

Year:  2012        PMID: 22468161      PMCID: PMC3316473          DOI: 10.4338/ACI-2011-11-RA-0066

Source DB:  PubMed          Journal:  Appl Clin Inform        ISSN: 1869-0327            Impact factor:   2.342


  36 in total

1.  Communication breakdown in the outpatient referral process.

Authors:  T K Gandhi; D F Sittig; M Franklin; A J Sussman; D G Fairchild; D W Bates
Journal:  J Gen Intern Med       Date:  2000-09       Impact factor: 5.128

2.  Data presentation for quality improvement.

Authors:  Prem Thomas; Seth Powsner
Journal:  AMIA Annu Symp Proc       Date:  2005

3.  On feasibility and benefits of patient care summaries based on claims data.

Authors:  Thorsten Brennecke; Lars Michalowski; Joachim Bergmann; Oliver J Bott; Axel Elwert; Reinhold Haux; Ralf Schlicht
Journal:  Stud Health Technol Inform       Date:  2006

4.  Summarising complex ICU data in natural language.

Authors:  Jim Hunter; Yvonne Freer; Albert Gatt; Robert Logie; Neil McIntosh; Marian van der Meulen; Francois Portet; Ehud Reiter; Somayajulu Sripada; Cindy Sykes
Journal:  AMIA Annu Symp Proc       Date:  2008-11-06

5.  Summarization of clinical information: a conceptual model.

Authors:  Joshua C Feblowitz; Adam Wright; Hardeep Singh; Lipika Samal; Dean F Sittig
Journal:  J Biomed Inform       Date:  2011-03-31       Impact factor: 6.317

6.  Development and evaluation of a comprehensive clinical decision support taxonomy: comparison of front-end tools in commercial and internally developed electronic health record systems.

Authors:  Adam Wright; Dean F Sittig; Joan S Ash; Joshua Feblowitz; Seth Meltzer; Carmit McMullen; Ken Guappone; Jim Carpenter; Joshua Richardson; Linas Simonaitis; R Scott Evans; W Paul Nichol; Blackford Middleton
Journal:  J Am Med Inform Assoc       Date:  2011-03-17       Impact factor: 4.497

7.  Physician activities during time out of the examination room.

Authors:  Valerie Gilchrist; Gary McCord; Susan Labuda Schrop; Bridget D King; Kenelm F McCormick; Allison M Oprandi; Brian A Selius; Michael Cowher; Rishi Maheshwary; Falguni Patel; Ami Shah; Bonny Tsai; Mia Zaharna
Journal:  Ann Fam Med       Date:  2005 Nov-Dec       Impact factor: 5.166

8.  Using a computerized sign-out program to improve continuity of inpatient care and prevent adverse events.

Authors:  L A Petersen; E J Orav; J M Teich; A C O'Neil; T A Brennan
Journal:  Jt Comm J Qual Improv       Date:  1998-02

9.  Participant observation of time allocation, direct patient contact and simultaneous activities in hospital physicians.

Authors:  Matthias Weigl; Andreas Müller; Andrea Zupanc; Peter Angerer
Journal:  BMC Health Serv Res       Date:  2009-06-29       Impact factor: 2.655

10.  Assessing data relevance for automated generation of a clinical summary.

Authors:  Tielman T Van Vleck; Daniel M Stein; Peter D Stetson; Stephen B Johnson
Journal:  AMIA Annu Symp Proc       Date:  2007-10-11
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  9 in total

1.  Development and evaluation of a crowdsourcing methodology for knowledge base construction: identifying relationships between clinical problems and medications.

Authors:  Allison B McCoy; Adam Wright; Archana Laxmisan; Madelene J Ottosen; Jacob A McCoy; David Butten; Dean F Sittig
Journal:  J Am Med Inform Assoc       Date:  2012-05-12       Impact factor: 4.497

2.  Validation of a Crowdsourcing Methodology for Developing a Knowledge Base of Related Problem-Medication Pairs.

Authors:  A B McCoy; A Wright; M Krousel-Wood; E J Thomas; J A McCoy; D F Sittig
Journal:  Appl Clin Inform       Date:  2015-05-20       Impact factor: 2.342

3.  Testing electronic health records in the "production" environment: an essential step in the journey to a safe and effective health care system.

Authors:  Adam Wright; Skye Aaron; Dean F Sittig
Journal:  J Am Med Inform Assoc       Date:  2016-04-23       Impact factor: 4.497

4.  Use of a support vector machine for categorizing free-text notes: assessment of accuracy across two institutions.

Authors:  Adam Wright; Allison B McCoy; Stanislav Henkin; Abhivyakti Kale; Dean F Sittig
Journal:  J Am Med Inform Assoc       Date:  2013-03-30       Impact factor: 4.497

5.  Development of a clinician reputation metric to identify appropriate problem-medication pairs in a crowdsourced knowledge base.

Authors:  Allison B McCoy; Adam Wright; Deevakar Rogith; Safa Fathiamini; Allison J Ottenbacher; Dean F Sittig
Journal:  J Biomed Inform       Date:  2013-12-07       Impact factor: 6.317

Review 6.  Automated methods for the summarization of electronic health records.

Authors:  Rimma Pivovarov; Noémie Elhadad
Journal:  J Am Med Inform Assoc       Date:  2015-04-15       Impact factor: 4.497

7.  Human-centered development of an electronic health record-embedded, interactive information visualization in the emergency department using fast healthcare interoperability resources.

Authors:  Jeritt G Thayer; Daria F Ferro; Jeffrey M Miller; Dean Karavite; Robert W Grundmeier; Levon Utidjian; Joseph J Zorc
Journal:  J Am Med Inform Assoc       Date:  2021-07-14       Impact factor: 4.497

8.  Impact of a problem-oriented view on clinical data retrieval.

Authors:  Michael G Semanik; Peter C Kleinschmidt; Adam Wright; Duwayne L Willett; Shannon M Dean; Sameh N Saleh; Zoe Co; Emmanuel Sampene; Joel R Buchanan
Journal:  J Am Med Inform Assoc       Date:  2021-04-23       Impact factor: 4.497

9.  Health care transformation through collaboration on open-source informatics projects: integrating a medical applications platform, research data repository, and patient summarization.

Authors:  Jeffrey G Klann; Allison B McCoy; Adam Wright; Nich Wattanasin; Dean F Sittig; Shawn N Murphy
Journal:  Interact J Med Res       Date:  2013-05-30
  9 in total

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