EVALUATION OF SUSPECTED PEDIATRIC APPENDICITIS WITH ALVARADO METHOD USING A COMPUTERIZED INTELLIGENT MODEL

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JAMSHIDNEZHAD AMIR; AZIZI AHMAD; SHIRALI SAEED; REKABESLAMIZADEH SARA; HADDADZADEH MARYAM; SABAGHAN YALDA

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Journal: Journal of Pediatric Perspectives Year:2016 | Volume:4 | Issue:3 Page(s): 1465-1473

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Title

EVALUATION OF SUSPECTED PEDIATRIC APPENDICITIS WITH ALVARADO METHOD USING A COMPUTERIZED INTELLIGENT MODEL

Author(s)

Keywords

APPENDICITIS

FUZZY LOGIC

META-HEURISTIC ALGORITHMS

PEDIATRIC

Abstract

Background: Acute APPENDICITIS is one of the common and urgent illnesses among children. Children usually are unable to help the physicians completely due to weakness in describing the medical history. Moreover, acute APPENDICITIS overlaps with conditions of other diseases in terms of Symptoms and signs in the first hours of presentation. These conditions lead to unwanted biases as well as errors for diagnosis of acute APPENDICITIS and increase the medical costs for hospitals and patients. The purpose of this study is to develop a computer based model in the diagnosis of Acute APPENDICITIS specially at PEDIATRICs field.Materials and Methods: Fuzzy-rule based systems are popular methods widely used in the Clinical Decision Support Systems (CDSSs). In this article, a hybrid Fuzzy rule based system as a CDSS was compared with the Alvarado method for diagnosis of APPENDICITIS in children. In this system an evolutionary algorithm was also developed to create and optimize the Fuzzy rules for diagnosis of PEDIATRICs. To find the performance of the proposed model, a dataset was created from children with abdominal pain who referred to the teaching general hospitals in Ahvaz, Iran in 2013 to 2014 years. In this process, the results achieved from the developed model were compared with the Alvarado scoring system used for children with abdominal pain in the previous studies.Results: The experimental results showed that the developed model has a proper performance to detect the patients with acute APPENDICITIS from others techniques and models such as the Alvarado scoring system.Conclusion: The developed model can be used as an assistant for physicians in the diagnosis of acute APPENDICITIS, especially in the field of PEDIATRICs.

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APA: Copy

JAMSHIDNEZHAD, AMIR, AZIZI, AHMAD, SHIRALI, SAEED, REKABESLAMIZADEH, SARA, HADDADZADEH, MARYAM, & SABAGHAN, YALDA. (2016). EVALUATION OF SUSPECTED PEDIATRIC APPENDICITIS WITH ALVARADO METHOD USING A COMPUTERIZED INTELLIGENT MODEL. INTERNATIONAL JOURNAL OF PEDIATRICS, 4(3), 1465-1473. SID. https://sid.ir/paper/337180/en

Vancouver: Copy

JAMSHIDNEZHAD AMIR, AZIZI AHMAD, SHIRALI SAEED, REKABESLAMIZADEH SARA, HADDADZADEH MARYAM, SABAGHAN YALDA. EVALUATION OF SUSPECTED PEDIATRIC APPENDICITIS WITH ALVARADO METHOD USING A COMPUTERIZED INTELLIGENT MODEL. INTERNATIONAL JOURNAL OF PEDIATRICS[Internet]. 2016;4(3):1465-1473. Available from: https://sid.ir/paper/337180/en

IEEE: Copy

AMIR JAMSHIDNEZHAD, AHMAD AZIZI, SAEED SHIRALI, SARA REKABESLAMIZADEH, MARYAM HADDADZADEH, and YALDA SABAGHAN, “EVALUATION OF SUSPECTED PEDIATRIC APPENDICITIS WITH ALVARADO METHOD USING A COMPUTERIZED INTELLIGENT MODEL,” INTERNATIONAL JOURNAL OF PEDIATRICS, vol. 4, no. 3, pp. 1465–1473, 2016, [Online]. Available: https://sid.ir/paper/337180/en

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