Literature DB >> 25086612

The reliability of an epilepsy treatment clinical decision support system.

Shannon Standridge1, Robert Faist, John Pestian, Tracy Glauser, Richard Ittenbach.   

Abstract

We developed a content validated computerized epilepsy treatment clinical decision support system to assist clinicians with selecting the best antiepilepsy treatments. Before disseminating our computerized epilepsy treatment clinical decision support system, further rigorous validation testing was necessary. As reliability is a precondition of validity, we verified proof of reliability first. We evaluated the consistency of the epilepsy treatment clinical decision support system in three areas including the preferred antiepilepsy drug choice, the top three recommended choices, and the rank order of the three choices. We demonstrated 100% reliability on 15,000 executions involving a three-step process on five different common pediatric epilepsy syndromes. Evidence for the reliability of the epilepsy treatment clinical decision support system was essential for the long-term viability of the system, and served as a crucial component for the next phase of system validation.

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Year:  2014        PMID: 25086612     DOI: 10.1007/s10916-014-0119-9

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


  17 in total

1.  Implementing an integrative multi-agent clinical decision support system with open source software.

Authors:  Jelber Sayyad Shirabad; Szymon Wilk; Wojtek Michalowski; Ken Farion
Journal:  J Med Syst       Date:  2010-03-18       Impact factor: 4.460

Review 2.  Effects of computerized clinical decision support systems on practitioner performance and patient outcomes: a systematic review.

Authors:  Amit X Garg; Neill K J Adhikari; Heather McDonald; M Patricia Rosas-Arellano; P J Devereaux; Joseph Beyene; Justina Sam; R Brian Haynes
Journal:  JAMA       Date:  2005-03-09       Impact factor: 56.272

3.  Clinical decision support in electronic prescribing: recommendations and an action plan: report of the joint clinical decision support workgroup.

Authors:  Jonathan M Teich; Jerome A Osheroff; Eric A Pifer; Dean F Sittig; Robert A Jenders
Journal:  J Am Med Inform Assoc       Date:  2005-03-31       Impact factor: 4.497

4.  SeDeLo: using semantics and description logics to support aided clinical diagnosis.

Authors:  Alejandro Rodríguez-González; Jose Emilio Labra-Gayo; Ricardo Colomo-Palacios; Miguel A Mayer; Juan Miguel Gómez-Berbís; Angel García-Crespo
Journal:  J Med Syst       Date:  2011-05-03       Impact factor: 4.460

5.  Filling the lacuna between research and practice: an interview with Michael Peckham. Interview by Richard Smith.

Authors:  M Peckham
Journal:  BMJ       Date:  1993-11-27

6.  Selecting anti-epileptic drugs: a pediatric epileptologist's view, a computer's view.

Authors:  J Pestian; P Matykiewicz; K Holland-Bouley; S Standridge; M Spencer; T Glauser
Journal:  Acta Neurol Scand       Date:  2012-09-23       Impact factor: 3.209

7.  Long-term follow-up in outpatient clinics. 1: The view from general practice.

Authors:  H Reeve; K Baxter; P Newton; Y Burkey; M Black; M Roland
Journal:  Fam Pract       Date:  1997-02       Impact factor: 2.267

8.  An improved medical decision support system to identify the breast cancer using mammogram.

Authors:  Muthusamy Suganthi; Muthusamy Madheswaran
Journal:  J Med Syst       Date:  2010-03-10       Impact factor: 4.460

9.  The prevalence and incidence of convulsive disorders in children.

Authors:  W A Hauser
Journal:  Epilepsia       Date:  1994       Impact factor: 5.864

10.  Personalizing Drug Selection Using Advanced Clinical Decision Support.

Authors:  John Pestian; Malik Spencer; Pawel Matykiewicz; Kejian Zhang; Alexander A Vinks; Tracy Glauser
Journal:  Biomed Inform Insights       Date:  2009-06-23
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  1 in total

1.  A nonparametric Bayesian method of translating machine learning scores to probabilities in clinical decision support.

Authors:  Brian Connolly; K Bretonnel Cohen; Daniel Santel; Ulya Bayram; John Pestian
Journal:  BMC Bioinformatics       Date:  2017-08-07       Impact factor: 3.169

  1 in total

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