Literature DB >> 7496879

Evaluation of long-term maintenance of a large medical knowledge base.

D A Giuse1, N B Giuse, R A Miller.   

Abstract

OBJECTIVE: Evaluate the effects of long-term maintenance activities on existing portions of a large internal medicine knowledge base.
DESIGN: Five physicians who were not among the original developers of the knowledge base independently updated a total of 15 QMR disease profiles; each updated submission was modified by a review of group serving as the "gold standard, " and the pre- and post-study versions of each updated disease profile were compared. MEASUREMENTS: Numbers and types of changes, defined as any difference between the original version and the final version of a disease profile; reason for each change; and bibliographic references cited by the physicians as supporting evidence.
RESULTS: A total of 16% of all entries were modified by the updating process; up to 95% of the entries in a disease profile were affected. The two most common modifications were changes to the frequency of an entry, and creation of a new entry. Laboratory findings were affected much more often than were history, symptom, or physical exam findings. The dominant reason for changes was appearance of new evidence in the medical literature. The literature cited ranged from 1944 to the present.
CONCLUSIONS: This study provides an evaluation of the rate of change within the QMR medical knowledge base due to long-term maintenance. The results show that this is a demanding activity that may profoundly affect certain portions of a knowledge base, and that different types of knowledge (e.g., simple laboratory vs expensive or invasive laboratory findings) are affected by the process in different ways.

Mesh:

Year:  1995        PMID: 7496879      PMCID: PMC116270          DOI: 10.1136/jamia.1995.96073832

Source DB:  PubMed          Journal:  J Am Med Inform Assoc        ISSN: 1067-5027            Impact factor:   4.497


  11 in total

Review 1.  The demise of the "Greek Oracle" model for medical diagnostic systems.

Authors:  R A Miller; F E Masarie
Journal:  Methods Inf Med       Date:  1990-01       Impact factor: 2.176

2.  A knowledge representation concept facilitating construction and maintenance of large knowledge bases.

Authors:  B Puppe; F Puppe
Journal:  Methods Inf Med       Date:  1988-02       Impact factor: 2.176

3.  INTERNIST-I properties: representing common sense and good medical practice in a computerized medical knowledge base.

Authors:  F E Masarie; R A Miller; J D Myers
Journal:  Comput Biomed Res       Date:  1985-10

Review 4.  Medical diagnostic decision support systems--past, present, and future: a threaded bibliography and brief commentary.

Authors:  R A Miller
Journal:  J Am Med Inform Assoc       Date:  1994 Jan-Feb       Impact factor: 4.497

5.  Consistency enforcement in medical knowledge base construction.

Authors:  D A Giuse; N B Giuse; R A Miller
Journal:  Artif Intell Med       Date:  1993-06       Impact factor: 5.326

6.  Automatic knowledge base refinement: learning from examples and deep knowledge in rheumatology.

Authors:  G Widmer; W Horn; B Nagele
Journal:  Artif Intell Med       Date:  1993-06       Impact factor: 5.326

7.  Internist-1, an experimental computer-based diagnostic consultant for general internal medicine.

Authors:  R A Miller; H E Pople; J D Myers
Journal:  N Engl J Med       Date:  1982-08-19       Impact factor: 91.245

8.  Diabetes expert systems: planning for long term use.

Authors:  P Compton; R Jansen
Journal:  Horm Metab Res Suppl       Date:  1990

9.  Evaluating consensus among physicians in medical knowledge base construction.

Authors:  N B Giuse; D A Giuse; R A Miller; R A Bankowitz; J E Janosky; F Davidoff; B E Hillner; G Hripcsak; M J Lincoln; B Middleton
Journal:  Methods Inf Med       Date:  1993-04       Impact factor: 2.176

10.  Information needs of health care professionals in an AIDS outpatient clinic as determined by chart review.

Authors:  N B Giuse; J T Huber; D A Giuse; C W Brown; R A Bankowitz; S Hunt
Journal:  J Am Med Inform Assoc       Date:  1994 Sep-Oct       Impact factor: 4.497

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  12 in total

1.  Effectiveness of the Quick Medical Reference as a diagnostic tool.

Authors:  J B Lemaire; J P Schaefer; L A Martin; P Faris; M D Ainslie; R D Hull
Journal:  CMAJ       Date:  1999-09-21       Impact factor: 8.262

2.  A process to maintain the quality of a computerized knowledge base.

Authors:  G J Kuperman; J M Fiskio; A Karson
Journal:  Proc AMIA Symp       Date:  1999

3.  A clinical rule editor in an electronic medical record setting: development, design, and implementation.

Authors:  Rachel Regier; Rupali Gurjar; Roberto A Rocha
Journal:  AMIA Annu Symp Proc       Date:  2009-11-14

4.  Manual curation is not sufficient for annotation of genomic databases.

Authors:  William A Baumgartner; K Bretonnel Cohen; Lynne M Fox; George Acquaah-Mensah; Lawrence Hunter
Journal:  Bioinformatics       Date:  2007-07-01       Impact factor: 6.937

5.  Development of a large-scale de-identified DNA biobank to enable personalized medicine.

Authors:  D M Roden; J M Pulley; M A Basford; G R Bernard; E W Clayton; J R Balser; D R Masys
Journal:  Clin Pharmacol Ther       Date:  2008-05-21       Impact factor: 6.875

Review 6.  Statistical process control methods for expert system performance monitoring.

Authors:  M G Kahn; T C Bailey; S A Steib; V J Fraser; W C Dunagan
Journal:  J Am Med Inform Assoc       Date:  1996 Jul-Aug       Impact factor: 4.497

7.  Evolution of a knowledge base for a clinical decision support system encoded in the Arden Syntax.

Authors:  R A Jenders; H Huang; G Hripcsak; P D Clayton
Journal:  Proc AMIA Symp       Date:  1998

8.  A decision support system for microbiology quality control.

Authors:  B R Jackson; J D Schwartzman; D E Zuaro; E K Shultz
Journal:  Proc AMIA Annu Fall Symp       Date:  1997

9.  Using Best Practices to Extract, Organize, and Reuse Embedded Decision Support Content Knowledge Rules from Mature Clinical Systems.

Authors:  Spencer J DesAutels; Zachary E Fox; Dario A Giuse; Annette M Williams; Qing-Hua Kou; Asli Weitkamp; Patel Neal R; Nunzia Bettinsoli Giuse
Journal:  AMIA Annu Symp Proc       Date:  2017-02-10

10.  Semi-automated entry of clinical temporal-abstraction knowledge.

Authors:  Y Shahar; H Chen; D P Stites; L V Basso; H Kaizer; D M Wilson; M A Musen
Journal:  J Am Med Inform Assoc       Date:  1999 Nov-Dec       Impact factor: 4.497

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