Literature DB >> 26293858

Computerized Clinical Decision Support: Contributions from 2014.

J Bouaud1, V Koutkias.   

Abstract

OBJECTIVE: To summarize recent research and propose a selection of best papers published in 2014 in the field of computerized clinical decision support for the Decision Support section of the IMIA yearbook.
METHOD: A literature review was performed by searching two bibliographic databases for papers related to clinical decision support systems (CDSSs) and computerized provider order entry systems in order to select a list of candidate best papers to be then peer-reviewed by external reviewers. A consensus meeting between the two section editors and the editorial team was finally organized to conclude on the selection of best papers.
RESULTS: Among the 1,254 returned papers published in 2014, the full review process selected four best papers. The first one is an experimental contribution to a better understanding of unintended uses of CDSSs. The second paper describes the effective use of previously collected data to tailor and adapt a CDSS. The third paper presents an innovative application that uses pharmacogenomic information to support personalized medicine. The fourth paper reports on the long-term effect of the routine use of a CDSS for antibiotic therapy.
CONCLUSIONS: As health information technologies spread more and more meaningfully, CDSSs are improving to answer users' needs more accurately. The exploitation of previously collected data and the use of genomic data for decision support has started to materialize. However, more work is still needed to address issues related to the correct usage of such technologies, and to assess their effective impact in the long term.

Keywords:  Clinical Decision Support Systems; International Medical Informatics Association; Medical informatics; Yearbook

Mesh:

Substances:

Year:  2015        PMID: 26293858      PMCID: PMC4587053          DOI: 10.15265/IY-2015-036

Source DB:  PubMed          Journal:  Yearb Med Inform        ISSN: 0943-4747


  26 in total

1.  Optimization of drug-drug interaction alert rules in a pediatric hospital's electronic health record system using a visual analytics dashboard.

Authors:  Allan F Simpao; Luis M Ahumada; Bimal R Desai; Christopher P Bonafide; Jorge A Gálvez; Mohamed A Rehman; Abbas F Jawad; Krisha L Palma; Eric D Shelov
Journal:  J Am Med Inform Assoc       Date:  2014-10-15       Impact factor: 4.497

2.  Examining clinical decision support integrity: is clinician self-reported data entry accurate?

Authors:  Anurag Gupta; Ali S Raja; Ramin Khorasani
Journal:  J Am Med Inform Assoc       Date:  2013-07-25       Impact factor: 4.497

3.  Toward a formalization of the process to select IMIA Yearbook best papers.

Authors:  J-B Lamy; B Séroussi; N Griffon; G Kerdelhué; M-C Jaulent; J Bouaud
Journal:  Methods Inf Med       Date:  2014-11-14       Impact factor: 2.176

4.  From vital signs to clinical outcomes for patients with sepsis: a machine learning basis for a clinical decision support system.

Authors:  Eren Gultepe; Jeffrey P Green; Hien Nguyen; Jason Adams; Timothy Albertson; Ilias Tagkopoulos
Journal:  J Am Med Inform Assoc       Date:  2013-08-19       Impact factor: 4.497

5.  Electronic risk assessment for venous thromboembolism: investigating physicians' rationale for bypassing clinical decision support recommendations.

Authors:  Ugochi Nwulu; Hannah Brooks; Suzanna Richardson; Lorraine McFarland; Jamie J Coleman
Journal:  BMJ Open       Date:  2014-09-26       Impact factor: 2.692

6.  Automation bias: empirical results assessing influencing factors.

Authors:  Kate Goddard; Abdul Roudsari; Jeremy C Wyatt
Journal:  Int J Med Inform       Date:  2014-01-17       Impact factor: 4.046

7.  Medical decision support using machine learning for early detection of late-onset neonatal sepsis.

Authors:  Subramani Mani; Asli Ozdas; Constantin Aliferis; Huseyin Atakan Varol; Qingxia Chen; Randy Carnevale; Yukun Chen; Joann Romano-Keeler; Hui Nian; Jörn-Hendrik Weitkamp
Journal:  J Am Med Inform Assoc       Date:  2013-09-16       Impact factor: 4.497

8.  Identification of COPD patients' health status using an intelligent system in the CHRONIOUS wearable platform.

Authors:  Christos C Bellos; Athanasios Papadopoulos; Roberto Rosso; Dimitrios I Fotiadis
Journal:  IEEE J Biomed Health Inform       Date:  2014-05       Impact factor: 5.772

9.  Impact of clinical decision support on receipt of antibiotic prescriptions for acute bronchitis and upper respiratory tract infection.

Authors:  J Mac McCullough; Frederick J Zimmerman; Hector P Rodriguez
Journal:  J Am Med Inform Assoc       Date:  2014-07-07       Impact factor: 4.497

10.  Implementation of a computerized decision support system to improve the appropriateness of antibiotic therapy using local microbiologic data.

Authors:  Manuel Rodriguez-Maresca; Antonio Sorlozano; Magnolia Grau; Rocio Rodriguez-Castaño; Andres Ruiz-Valverde; Jose Gutierrez-Fernandez
Journal:  Biomed Res Int       Date:  2014-08-17       Impact factor: 3.411

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  1 in total

1.  Computerized Clinical Decision Support: Contributions from 2015.

Authors:  V Koutkias; J Bouaud
Journal:  Yearb Med Inform       Date:  2016-11-10
  1 in total

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