Literature DB >> 26491625

[International outcomes from attempts to implement a clinical decision support system in gastroenterology].

Josceli Maria Tenório1, Anderson Diniz Hummel1, Vera Lucia Sdepanian2, Ivan Torres Pisa3, Heimar de Fátima Marin4.   

Abstract

OBJECTIVE: This study aimed at describing the recent experience acquired with the implementation and use of clinical decision support system in gastroenterology in order to determine the level of development, tests used and advantages that such a system can offer to the medical practice.
METHODS: A search in the PubMed, LILACS and ISI Web of Knowledge databases for studies in decision-making support systems in gastroenterology including original papers produced from 2005 to 2010 was performed. A total of 104 scientific papers were retrieved initially. These were analyzed using inclusion and exclusion criteria, thus yielding nine studies for further analysis.
RESULTS: The clinical decision support system analyzed in the present study showed a great variety of clinical problems regarding the investigation of a disease and the determination of a diagnosis. Eighty-nine per cent of the studies showed experimental models for clinical decision support system development. Seventy-eight per cent of the studies described the outcomes obtained with artificial intelligence technique. Two studies compared the clinical decision support system performance with that of a doctor, and only one research work described a controlled study evidencing improvements in the medical practice.
CONCLUSION: The studies analyzed showed evidence of potential benefits that clinical decision support system can bring to the clinical practice. However, further controlled studies performed in medical day-to-day conditions and environment should be performed in order to provide more clear evidence of the usefulness of clinical decision support system in the medical practice.

Entities:  

Year:  2011        PMID: 26491625      PMCID: PMC4610740     

Source DB:  PubMed          Journal:  J Health Inform        ISSN: 2175-4411


  12 in total

Review 1.  A review of evidence of health benefit from artificial neural networks in medical intervention.

Authors:  P J G Lisboa
Journal:  Neural Netw       Date:  2002-01

Review 2.  Artificial intelligence in medicine.

Authors:  A N Ramesh; C Kambhampati; J R T Monson; P J Drew
Journal:  Ann R Coll Surg Engl       Date:  2004-09       Impact factor: 1.891

3.  Artificial neural networks in the recognition of the presence of thyroid disease in patients with atrophic body gastritis.

Authors:  Edith Lahner; Marco Intraligi; Massimo Buscema; Marco Centanni; Lucy Vannella; Enzo Grossi; Bruno Annibale
Journal:  World J Gastroenterol       Date:  2008-01-28       Impact factor: 5.742

4.  Clinical decision support system for point of care use--ontology-driven design and software implementation.

Authors:  K Farion; W Michalowski; S Wilk; D O'Sullivan; S Rubin; D Weiss
Journal:  Methods Inf Med       Date:  2009-05-15       Impact factor: 2.176

5.  A Bayesian model for triage decision support.

Authors:  Sarmad Sadeghi; Afsaneh Barzi; Navid Sadeghi; Brent King
Journal:  Int J Med Inform       Date:  2005-09-02       Impact factor: 4.046

6.  Improving ambulatory prescribing safety with a handheld decision support system: a randomized controlled trial.

Authors:  Eta S Berner; Thomas K Houston; Midge N Ray; Jeroan J Allison; Gustavo R Heudebert; W Winn Chatham; John I Kennedy; Gerald L Glandon; Patricia A Norton; Myra A Crawford; Richard S Maisiak
Journal:  J Am Med Inform Assoc       Date:  2005-12-15       Impact factor: 4.497

7.  Efficacy of interferon treatment for chronic hepatitis C predicted by feature subset selection and support vector machine.

Authors:  Jun Yang; Anto Satriyo Nugroho; Kazunobu Yamauchi; Kentaro Yoshioka; Jiang Zheng; Kai Wang; Ken Kato; Susumu Kuroyanagi; Akira Iwata
Journal:  J Med Syst       Date:  2007-04       Impact factor: 4.460

8.  Artificial neural network as a predictive instrument in patients with acute nonvariceal upper gastrointestinal hemorrhage.

Authors:  Ananya Das; Tamir Ben-Menachem; Farees T Farooq; Gregory S Cooper; Amitabh Chak; Michael V Sivak; Richard C K Wong
Journal:  Gastroenterology       Date:  2007-10-25       Impact factor: 22.682

9.  An intelligent model for liver disease diagnosis.

Authors:  Rong-Ho Lin
Journal:  Artif Intell Med       Date:  2009-06-21       Impact factor: 5.326

Review 10.  Clinical decision support systems for addressing information needs of physicians.

Authors:  Yaron Denekamp
Journal:  Isr Med Assoc J       Date:  2007-11       Impact factor: 0.892

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  1 in total

1.  A Clinical Support System Based on Quality of Life Estimation.

Authors:  Brígida Mónica Faria; Joaquim Gonçalves; Luis Paulo Reis; Álvaro Rocha
Journal:  J Med Syst       Date:  2015-08-16       Impact factor: 4.460

  1 in total

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