Providing an expert system with the help of Arithmetic meta-heuristic algorithm to diagnose the infectious disease of covid-19

Name: Providing an expert system with the help of Arithmetic meta-heuristic algorithm to diagnose the infectious disease of covid-19
Author: Faezeh Ebrahimi, Alireza Azari Moghaddam, Mohsen Nejad Khairullah

İsim	Providing an expert system with the help of Arithmetic meta-heuristic algorithm to diagnose the infectious disease of covid-19
Yazar	Faezeh Ebrahimi, Alireza Azari Moghaddam, Mohsen Nejad Khairullah
Basım Yeri	Semnan University - Semnan University
Konu	Diagnosis
Tür	Süreli Yayın
Dil	Arapça
Dijital	Evet
Yazma	Hayır
Kütüphane:	Purdue Üniversitesi Kütüphaneleri
Demirbaş Numarası	ISSN: 2008-4854, EISSN: 2783-2538, DOI: 10.22075/jme.2023.27986.2312
Kayıt Numarası	cdi_doaj_primary_oai_doaj_org_article_a92315a6b14347b48c45855b7947a49a
Notlar	The last two years have been the most critical and critical period of the Covid-19 pandemic.This disease has affected most aspects of life around the world. From a clinical point of view, several methods are available for early diagnosis of the disease, but the capabilities of these methods have been limited. As a result, many studies have been conducted to automatically diagnose the disease. Artificial intelligence has provided potential technical solutions to the medical community to make quick diagnosis based on clinical symptoms.In this research, the patient's clinical symptoms (fever, cough, sore throat, shortness of breath, weakness, sense of taste and smell, environment) are examined with the help of a questionnaire,then the input data is examined by one of rule based system or fuzzy system methods, in the fuzzy method with the help of arithmetic meta-heuristic algorithm. The optimized weight parameter is then applied to the data with the optimized weight fuzzy logic. At the end, the output will be shown as healthy person, weak corona, middel corona, high corona. This article is based on several databases, in which about 600 data have been completed by individuals through questionnaires, 2000 data have been published by the World Health Organization for corona patients, and about 400 data have been provided through hospital data. It was observed that in this system, the accuracy rate is equal to 98%, sensitivity is 100%, specificity is 98% and the F- score is 95%.
Atıf Kaynağı	DOAJ Directory of Open Access Journals
Bir Parçası Olduğu	مجله مدل سازی در مهندسی, 1402-04, Vol.21 (73), p.47-61

Kaynağa git Purdue Üniversitesi Kütüphaneleri Purdue University Libraries

Diğer Nüshalar

Providing an expert system with the help of Arithmetic meta-heuristic algorithm to diagnose the infectious disease of covid-19

Detayları görüntüle

Providing an expert system with the help of Arithmetic meta-heuristic algorithm to diagnose the infectious disease of covid-19

Detayları görüntüle

Providing an expert system with the help of Arithmetic meta-heuristic algorithm to diagnose the infectious disease of covid-19

Detayları görüntüle

Providing an expert system with the help of Arithmetic meta-heuristic algorithm to diagnose the infectious disease of covid-19

Detayları görüntüle

Providing an expert system with the help of Arithmetic meta-heuristic algorithm to diagnose the infectious disease of covid-19

Detayları görüntüle

Aramaya Dön

Purdue Üniversitesi Kütüphaneleri

Kaynağa git

Providing an expert system with the help of Arithmetic meta-heuristic algorithm to diagnose the infectious disease of covid-19

Yazar Faezeh Ebrahimi, Alireza Azari Moghaddam, Mohsen Nejad Khairullah

Basım Yeri Semnan University - Semnan University

Konu Diagnosis

Tür Süreli Yayın

Dil Arapça

Dijital Evet

Yazma Hayır

Kütüphane Purdue Üniversitesi Kütüphaneleri

Demirbaş Numarası ISSN: 2008-4854, EISSN: 2783-2538, DOI: 10.22075/jme.2023.27986.2312

Kayıt Numarası cdi_doaj_primary_oai_doaj_org_article_a92315a6b14347b48c45855b7947a49a

Notlar The last two years have been the most critical and critical period of the Covid-19 pandemic.This disease has affected most aspects of life around the world. From a clinical point of view, several methods are available for early diagnosis of the disease, but the capabilities of these methods have been limited. As a result, many studies have been conducted to automatically diagnose the disease. Artificial intelligence has provided potential technical solutions to the medical community to make quick diagnosis based on clinical symptoms.In this research, the patient's clinical symptoms (fever, cough, sore throat, shortness of breath, weakness, sense of taste and smell, environment) are examined with the help of a questionnaire,then the input data is examined by one of rule based system or fuzzy system methods, in the fuzzy method with the help of arithmetic meta-heuristic algorithm. The optimized weight parameter is then applied to the data with the optimized weight fuzzy logic. At the end, the output will be shown as healthy person, weak corona, middel corona, high corona. This article is based on several databases, in which about 600 data have been completed by individuals through questionnaires, 2000 data have been published by the World Health Organization for corona patients, and about 400 data have been provided through hospital data. It was observed that in this system, the accuracy rate is equal to 98%, sensitivity is 100%, specificity is 98% and the F- score is 95%.

Atıf Kaynağı DOAJ Directory of Open Access Journals

Bir Parçası Olduğu مجله مدل سازی در مهندسی, 1402-04, Vol.21 (73), p.47-61

Providing an expert system with the help of Arithmetic meta-heuristic algorithm to diagnose the infectious disease of covid-19

Diğer Nüshalar

Providing an expert system with the help of Arithmetic meta-heuristic algorithm to diagnose the infectious disease of covid-19

Providing an expert system with the help of Arithmetic meta-heuristic algorithm to diagnose the infectious disease of covid-19

Providing an expert system with the help of Arithmetic meta-heuristic algorithm to diagnose the infectious disease of covid-19

Providing an expert system with the help of Arithmetic meta-heuristic algorithm to diagnose the infectious disease of covid-19

Providing an expert system with the help of Arithmetic meta-heuristic algorithm to diagnose the infectious disease of covid-19

Providing an expert system with the help of Arithmetic meta-heuristic algorithm to diagnose the infectious disease of covid-19

Diğer Nüshalar

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