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An expert system for the diagnosis of irritable bowel syndrome

For a long time functional digestive disorders (FGIDs), including irritable bowel syndrome (IBS), were described based on what they are not, without considering them real entities. Although IBS evolution is benign, it has major effects on the quality of life, it determines a higher number of days of...

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Autores principales: SURDEA-BLAGA, TEODORA, DUMITRAŞCU, DAN-LUCIAN
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Iuliu Hatieganu University of Medicine and Pharmacy 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4462497/
https://www.ncbi.nlm.nih.gov/pubmed/26527949
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author SURDEA-BLAGA, TEODORA
DUMITRAŞCU, DAN-LUCIAN
author_facet SURDEA-BLAGA, TEODORA
DUMITRAŞCU, DAN-LUCIAN
author_sort SURDEA-BLAGA, TEODORA
collection PubMed
description For a long time functional digestive disorders (FGIDs), including irritable bowel syndrome (IBS), were described based on what they are not, without considering them real entities. Although IBS evolution is benign, it has major effects on the quality of life, it determines a higher number of days of sick leave or days when work activities had to be interrupted, thus increasing the expenses for the society. Our system, developed using CORVID Exsys, is called IBS Expert and addresses both patients and physicians. Answering some simple questions, patients will receive information about their diagnosis, together with additional recommendations. Non-expert physicians will have rapid access to the algorithm of IBS diagnosis, and could use recommendations for future investigations. This expert system is based on the information provided by the most complete collection of data about FGIDs, created by an international group of experts, who elaborated Rome III criteria. The system consists of three sub-systems, including a set of eighteen questions and the diagnosis of IBS, as well as additional recommendations, established using confidence variables. The evaluation of the system consisted of verification (determining the accuracy of the results to ensure the delivery of diagnosis and recommendations as it was intended), validation of knowledge (met through the use of the gold standard in the field) and assessment of the impact on users, either patients or physicians (measuring overall satisfaction and the user effort score in using the system). The system is available online at www.gastroterra.ro and can be accessed by using any Java-enabled device, from standard computers to mobile devices.
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spelling pubmed-44624972015-11-02 An expert system for the diagnosis of irritable bowel syndrome SURDEA-BLAGA, TEODORA DUMITRAŞCU, DAN-LUCIAN Clujul Med Original Research For a long time functional digestive disorders (FGIDs), including irritable bowel syndrome (IBS), were described based on what they are not, without considering them real entities. Although IBS evolution is benign, it has major effects on the quality of life, it determines a higher number of days of sick leave or days when work activities had to be interrupted, thus increasing the expenses for the society. Our system, developed using CORVID Exsys, is called IBS Expert and addresses both patients and physicians. Answering some simple questions, patients will receive information about their diagnosis, together with additional recommendations. Non-expert physicians will have rapid access to the algorithm of IBS diagnosis, and could use recommendations for future investigations. This expert system is based on the information provided by the most complete collection of data about FGIDs, created by an international group of experts, who elaborated Rome III criteria. The system consists of three sub-systems, including a set of eighteen questions and the diagnosis of IBS, as well as additional recommendations, established using confidence variables. The evaluation of the system consisted of verification (determining the accuracy of the results to ensure the delivery of diagnosis and recommendations as it was intended), validation of knowledge (met through the use of the gold standard in the field) and assessment of the impact on users, either patients or physicians (measuring overall satisfaction and the user effort score in using the system). The system is available online at www.gastroterra.ro and can be accessed by using any Java-enabled device, from standard computers to mobile devices. Iuliu Hatieganu University of Medicine and Pharmacy 2013 2013-08-05 /pmc/articles/PMC4462497/ /pubmed/26527949 Text en http://creativecommons.org/licenses/by-nc-nd/4.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License
spellingShingle Original Research
SURDEA-BLAGA, TEODORA
DUMITRAŞCU, DAN-LUCIAN
An expert system for the diagnosis of irritable bowel syndrome
title An expert system for the diagnosis of irritable bowel syndrome
title_full An expert system for the diagnosis of irritable bowel syndrome
title_fullStr An expert system for the diagnosis of irritable bowel syndrome
title_full_unstemmed An expert system for the diagnosis of irritable bowel syndrome
title_short An expert system for the diagnosis of irritable bowel syndrome
title_sort expert system for the diagnosis of irritable bowel syndrome
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4462497/
https://www.ncbi.nlm.nih.gov/pubmed/26527949
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