Handling Diagnosis of Schizophrenia by a Hybrid Method

Author:

Comin Nunes Luciano1,Pinheiro Plácido Rogério1,Cavalcante Tarcísio Pequeno1,Pinheiro Mirian Calíope Dantas1

Affiliation:

1. Graduate Program in Applied Informatics, University of Fortaleza (UNIFOR), Avenida Washington Soares, 1321, Bl J Sl 30, 60811-905 Fortaleza, Brazil

Abstract

Psychotics disorders, most commonly known as schizophrenia, have incapacitated professionals in different sectors of activities. Those disorders have caused damage in a microlevel to the individual and his/her family and in a macrolevel to the economic and production system of the country. The lack of early and sometimes very late diagnosis has provided reactive measures, when the professional is already showing psychological signs of incapacity to work. This study aims to help the early diagnosis of psychotics’ disorders with a hybrid proposal of an expert system that is integrated to structured methodologies in decision support (multicriteria decision analysis: MCDA) and knowledge structured representations into production rules and probabilities (artificial intelligence: AI).

Publisher

Hindawi Limited

Subject

Applied Mathematics,General Immunology and Microbiology,General Biochemistry, Genetics and Molecular Biology,Modeling and Simulation,General Medicine

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Diagnosis of Brain’s Health Condition through Smart ML Algorithm through Brain Waves;2024 IEEE International Conference on Computing, Power and Communication Technologies (IC2PCT);2024-02-09

2. Depression Prediction: A Clinical Questionnaire and Machine Learning Based Approach;2022 International Conference on Futuristic Technologies (INCOFT);2022-11-25

3. Decision Level Fusion Using Hybrid Classifier for Mental Disease Classification;Computers, Materials & Continua;2022

4. Toward a novel method to support decision-making process in health and behavioral factors analysis for the composition of IT projects teams;Neural Computing and Applications;2018-10-26

5. An Expert System to Assist with Early Detection of Schizophrenia;Intelligent Information and Database Systems;2017

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