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Neuro-fuzzy Approach for Prediction of Neurological Disorders: A Systematic Review

Bulus Bali, Etemi Joshua Garba
2021 SN Computer Science  
This paper aimed to; presents a systematic review of the neuro-fuzzy system (NFS) approach to diagnose neurological disorders, and to identify the most effective NFS approach to guide clinical practice  ...  A total of 313 papers were examined for the study, 36 papers were included according to the inclusion criteria.  ...  Also, we thank all the reviewers of this work for their helpful comments and suggestions that improve and clarify this paper.  ... 
doi:10.1007/s42979-021-00710-9 fatcat:5pesioxmbngxpesetzmm3hveqi

Smart Virtual Expert System to Assist Psychiatrists (SVESTAP)

Udara Srimath S. Samaratunge Arachchillage
2018 International Journal of Information Technology and Computer Science  
This system diagnoses most common mental disorders such as Depression Disorder, Anxiety Disorder, and Dementia.  ...  The experienced mental health professionals can use this expert system to assist in diagnosing process and the apprentices of the psychology can use this expert system as a training asset.  ...  Mental Health Diagnostic Expert System (MeHDES) This is AI rule-based reasoning (fuzzy based reasoning) system developed using techniques such as fuzzy logic and fuzzy genetic algorithm [8] , [9] ,  ... 
doi:10.5815/ijitcs.2018.01.07 fatcat:walgbzu6lfauxcr4kthcxtbxoi

A Web Based Fuzzy Expert System for Human Disease Diagnosis

Ms. Kalyani Baghel, Mr. Neeraj Mehta
2015 International Journal Of Engineering And Computer Science  
Fuzzy expert system has shown a remarkable tool for building of intelligent decision making systems based on expert's knowledge and observations.  ...  For the identification of complex disease like ADHD, SLP and IBS, firstly fuzzy rules applied based on the symptoms selected by the patient and secondly for the improvement of developed system, expert  ...  The design of phase 2 contains the web pages for expert learning system.  ... 
doi:10.18535/ijecs/v4i9.32 fatcat:hfwha2ev5bdz5if5g6ppvyybli

A Review: Expert System for Diagnosis of Myocardial Infarction [article]

S.J Gath, R.V Kulkarni
2014 arXiv   pre-print
Management of uncertainty is an intrinsically important issue in the design of expert systems because much of the information in the knowledge base of a typical expert system is imprecise, incomplete or  ...  In this paper, the author present s the review of past work that has been carried out by various researchers based on development of expert systems for the diagnosis of cardiac disease  ...  This paper describes a project work aiming to develop a web-based fuzzy expert system for diagnosing human diseases.  ... 
arXiv:1401.0245v1 fatcat:rvftudjan5e37ollecpjszcire

Fuzzy Expert Systems for Prediction of ICU Admission in Patients with COVID-19 [article]

Ali Akbar Sadat Asl, Mohammad Mahdi Ershadi, Shahabeddin Sotudian
2021 arXiv   pre-print
In this study, an interval type-2 fuzzy expert system is proposed for prediction of ICU admission in COVID-19 patients.  ...  The results show that the type-2 fuzzy expert system and ANFIS models perform competitively in terms of accuracy and F-measure compared to the other system modeling techniques.  ...  network Motlagh et al. (2018) [12] Depressive disorder Web-based fuzzy expert system Caliwag et al. (2018) [13] Venereal diseases Mobile expert system based on fuzzy logic Muhammad et al. (2018  ... 
arXiv:2104.12868v1 fatcat:qh7xahl4nvb5be5npggfs54sv4

Knowledgebase Systems in Neuro Science - A Study

Sreekantha D.K, Girish T.M, Kulkarni R.V
2015 International Journal on Soft Computing Artificial Intelligence and Applications  
India has all the prospects to become medical tourism destination of the world, because it has a large pool of low-cost scientifically trained technical personal and is one of the favoured counties for  ...  So Authors would like to develop an innovative IT based solution to help doctors in rural areas to gain expertise in Neuro Science and treat patients like expert neurologist.  ...  ACKNOWLEDGEMENTS The authors would like to express gratitude to NMAM Institute of Technology, Nitte and Basaveshwar Science College, Bagalkot for their support and funding present research. Authors  ... 
doi:10.5121/ijscai.2015.4201 fatcat:idp6nu4gd5djnpbzglaxrbddki

Review Of Literature On Design And Development Of An Expert System For Diagnosis Of Selected Cardiac Diseases

Gath Sulbha, A. T. Gaikwad
2018 Zenodo  
Expert System for diagnosis of Selected Cardiac Diseases will be a knowledge-based system capable of making multiple diagnoses for Selected Cardiac Diseases.  ...  and will demonstrate the assistance of a microcomputer-based expert system for medical diagnosis related to Selected Cardiac Diseases.  ...  "A Fuzzy Expert System For Diagnosis And Treatment Of Musculoskeletal Disorders In Wrist", By-Fatemeh Mohammadi Amiri & Ameneh Khadivar- Researchers have designed an expert system for diagnosis and treatment  ... 
doi:10.5281/zenodo.1471480 fatcat:cznr6o2li5et3ipbws2tanpcly

Mental Disorder Diagnostic System Based on Logical-Combinatorial Methods of Pattern Recognition

Anna Yankovskaya, Sergei Kitler
2013 Computer Science Journal of Moldova  
The system is designed for diagnostics and prevention of depression.  ...  The mathematical apparatus for creation of the proposed system based on a matrix model of data and knowledge representation, as well as various kinds of regularities in data and knowledge are presented  ...  The first part of the system is designed for data collection and data and knowledge storage. This part is implemented as a web-application with the use of C#.  ... 
doaj:4031abd96df54524875e0aae69e34d16 fatcat:rh5lxikx55c2xaoadg7xwd2gam

Poultry Diseases Expert System using Dempster-Shafer Theory [article]

Andino Maseleno, Md. Mahmud Hasan
2012 arXiv   pre-print
In this Poultry Diseases Expert System We describe five symptoms which include depression, combs, wattle, bluish face region, swollen face region, narrowness of eyes, and balance disorders.  ...  In this research, we built a Poultry Diseases Expert System using Dempster-Shafer Theory.  ...  They receive input from the user and display output to the user The user interface development of Poultry Diseases Expert System to begin with designing web pages and designing a web-based applications  ... 
arXiv:1205.0243v2 fatcat:wycxu5nb5fheho4onwpikra7eu

Dr. Flynxz – A First Aid Mamdani-Sugeno-type Fuzzy Expert System for Differential Symptoms-Based Diagnosis

Fale Mantim Innocent, Abdulsalam Ya'u Gital
2020 Journal of King Saud University: Computer and Information Sciences  
Considering these scenarios and a lot of others, an expert system (ES) for differential symptoms-based diagnosis and drug allergy management comes in handy. This paper implements 'Dr.  ...  Flynxz -A First Aid Mamdani-Sugeno-type Fuzzy Expert System for Differential Symptoms-Based Diagnosis'. It also introduced three novel algorithms that were used to implement Dr.  ...  Acknowledgements The study was supported by the Tertiary Education Trust Fund (TETFund) Institutional Based Research (IBR) Fund through the Directorate of Research and Innovation of Abubakar Tafawa Balewa  ... 
doi:10.1016/j.jksuci.2020.04.016 fatcat:csbndfkeurcurorjbxqdtcxq7e

Machine Learning Algorithms and Wireless Sensor Network Applied to Medical Diagnosis: A Systematic Review

Ibrahim Goni
2019 American Journal of Electromagnetics and Applications  
and soft computing techniques such as Artificial Neural Network, Fuzzy logic Genetic algorithm, Artificial Immune System Swarm intelligence among others or any combination of these techniques Neuro-fuzzy  ...  , Adaptive Neuro-fuzzy, Neuro-genetic, fuzzy-genetic, and so on that is soft computing to medical diagnosis and also a systematic review on the application of wireless sensor network, wireless sensor is  ...  [60] In his work titled "Fuzzy Expert System for Medical Diagnosis" [14] developed a web-based Fuzzy Expert System for the public to diagnose the hypertension risk.  ... 
doi:10.11648/j.ajea.20190702.13 fatcat:6qiqz27scna6jhqg46w74n6ttq

Avian Influenza (H5N1) Expert System using Dempster-Shafer Theory [article]

Andino Maseleno, Md. Mahmud Hasan
2012 arXiv   pre-print
In this research, the researcher built an Avian Influenza (H5N1) Expert System for identifying avian influenza disease and displaying the result of identification process.  ...  In this paper, we describe five symptoms as major symptoms which include depression, combs, wattle, bluish face region, swollen face region, narrowness of eyes, and balance disorders.  ...  They receive input from the user and display output to the user The user interface development of Avian Influenza (H5N1) Expert System to begin with designing web pages and designing a web-based applications  ... 
arXiv:1204.4311v1 fatcat:6dx27xv6wvaofixw5av4bywime

An Ontology-Based Approach to Diagnosis and Classification for an Expert System in Health and Food [chapter]

Friska Natalia, Dea Cheria, Santi Surya
2019 Ontology in Information Science [Working Title]  
In this chapter, we will discuss two cases: (i) determine the depressive disorder a person has based on their health condition and (ii) determine the type and variant of rice according to needs.  ...  The objective of this study is to develop the application based on the ontology method to make it easy for people to find information on expert systems.  ...  19 An Ontology-Based Approach to Diagnosis and Classification for an Expert System in Health… DOI: http://dx.doi.org /10.5772/intechopen.88180  ... 
doi:10.5772/intechopen.88180 fatcat:fzkkaghxrnfaxcc2cqkclrkerm

An Online Expert System for Psychiatric Diagnosis

Ahmad A. Al-Hajji, Fatimah M. AlSuhaibani, Nouf S. AlHarbi
2019 International Journal of Artificial Intelligence & Applications  
This system diagnoses and treats more than four types of psychiatric diseases, i.e., depression, anxiety disorder, obsessive-compulsive disorder, and hysteria.  ...  We developed declarative, online procedural rule-based expert system models for psychological diseases diagnosis and classification.  ...  ACKNOWLEDGEMENTS We would like to extend our thanks to the doctors and medical staff at Mental Hospital Qassim for their contribution and support in the mental illness information.  ... 
doi:10.5121/ijaia.2019.10206 fatcat:g66o2xp2lndqvk325bfdnrxgkm

Editorial for the special issue: Knowledge-based systems and data science

Hamido Fujita, Ali Selamat
2018 Applied intelligence (Boston)  
The paper titled "Design and implementation of a web-based fuzzy expert system for diagnosing depressive disorder" proposes a design a web-based expert system for diagnosing depression using the fuzzy  ...  The paper titled "A Fuzzy Classification Model for Myocardial Infarction Risk Assessment" presented the development of a new clinical decision support system (CDSS) to diagnose Coronary Artery Diseases  ... 
doi:10.1007/s10489-018-1143-0 fatcat:cmbrbvje75fwze5ohj6m5utghu
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