A new meniscus injury diagnostic model using fuzzy cognitive maps

Antigoni, Anninou P.; Poulios, Panagiotis; Peter, Groumpos P.; Ioannis, Gliatis

doi:10.1109/med.2016.7536069

Cited by 1 publication

(1 citation statement)

References 19 publications

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“…This decision-making system was developed to improve planning efficiency and consistency for treatment cases, selecting the related factors and treatment variables, and describing and determining the causal relationships among them. Furthermore, in [8] [13][14], mathematical modeling of Parkinson's [27][28]. Some other studies use also FCM methods for medical problems [24][25] or other medical applications [30][31][32][33][34][35].…”

Section: Medical Applications Of Fuzzy Cognitive Mapsmentioning

confidence: 99%

Modelling COVID-19 using Fuzzy Cognitive Maps (FCM)

Groumpos¹

2021

EAI Endorsed Transactions on Bioengineering and Bioinformatics

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The outbreak of COVID-19 has gained ground in many countries, leading towards a global health emergency. Research efforts have been intensified all around the humankind. OBJECTIVE: The main objective of this paper is to study the new pandemic COVID-19 using for the first-time theories of Fuzzy Cognitive Maps (FCM). METHODS: All known studies for COVID-19 are done based on statistical models. These statistical approaches depend solely on correlation factors. The factor of causality has not been considered due to the luck of sufficient mathematical models based on causality. Correlation does not imply causality while causality always implies correlation. The approach of Fuzzy Cognitive Maps (FCM) that is considering the causality factors is proposed, to investigate the whole spectrum of COVID-19. RESULTS: Early theoretical simulation studies using a COVID-19 FCM model have been conducted. Simulations with real patient data give excellent results. The state space Advanced Fuzzy Cognitive Maps (AFCM) is the natural sequence of the classical FCM theories.CONCLUSIONS: This study gives strong evidence that the "generic FCM theories" are probably the only ones that explore the causality between the variables of medical problems in a sound mathematical and scientific foundation. EAI Endorsed Transactions on Bioengineering and Bioinformatics

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Section: Medical Applications Of Fuzzy Cognitive Mapsmentioning

confidence: 99%

Modelling COVID-19 using Fuzzy Cognitive Maps (FCM)

Groumpos¹

2021

EAI Endorsed Transactions on Bioengineering and Bioinformatics

View full text Add to dashboard Cite

show abstract

A new meniscus injury diagnostic model using fuzzy cognitive maps

Cited by 1 publication

References 19 publications

Modelling COVID-19 using Fuzzy Cognitive Maps (FCM)

Modelling COVID-19 using Fuzzy Cognitive Maps (FCM)

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