A fuzzy expert system for diabetes decision support application

CS Lee, MH Wang - IEEE Transactions on Systems, Man, and …, 2010 - ieeexplore.ieee.org
An increasing number of decision support systems based on domain knowledge are
adopted to diagnose medical conditions such as diabetes and heart disease. It is widely …

A type-2 fuzzy ontology and its application to personal diabetic-diet recommendation

CS Lee, MH Wang, H Hagras - IEEE Transactions on Fuzzy …, 2010 - ieeexplore.ieee.org
It has been widely pointed out that classical ontology is not sufficient to deal with imprecise
and vague knowledge for some real-world applications like personal diabetic-diet …

An ontology-based interpretable fuzzy decision support system for diabetes diagnosis

S El-Sappagh, JM Alonso, F Ali, A Ali, JH Jang… - IEEE …, 2018 - ieeexplore.ieee.org
Diabetes is a serious chronic disease. The importance of clinical decision support systems
(CDSSs) to diagnose diabetes has led to extensive research efforts to improve the accuracy …

Diet assessment based on type‐2 fuzzy ontology and fuzzy markup language

CS Lee, MH Wang, G Acampora… - … Journal of Intelligent …, 2010 - Wiley Online Library
Nowadays most people can get enough energy to maintain one‐day activity, while few
people know whether they eat healthily or not. It is quite important to analyze nutritional facts …

A fuzzy ontology and its application to news summarization

CS Lee, ZW Jian, LK Huang - IEEE Transactions on Systems …, 2005 - ieeexplore.ieee.org
In this paper, a fuzzy ontology and its application to news summarization are presented. The
fuzzy ontology with fuzzy concepts is an extension of the domain ontology with crisp …

Automatic fuzzy ontology generation for semantic web

QT Tho, SC Hui, ACM Fong… - IEEE transactions on …, 2006 - ieeexplore.ieee.org
Ontology is an effective conceptualism commonly used for the semantic Web. Fuzzy logic
can be incorporated to ontology to represent uncertainty information. Typically, fuzzy …

DDO: a diabetes mellitus diagnosis ontology

S El-Sappagh, F Ali - Applied Informatics, 2016 - Springer
Diabetes mellitus is a major cause of morbidity and mortality in humans. Early diagnosis is
the first step toward the management of this condition. However, a diagnosis involves …

OMDP: An ontology-based model for diagnosis and treatment of diabetes patients in remote healthcare systems

L Chen, D Lu, M Zhu, M Muzammal… - International …, 2019 - journals.sagepub.com
Millions of adults have diabetes across the globe and the overall cost for managing diabetic
patients has reached up to approximately 250 million. A major constraint in existing ontology …

A recommendation system based on domain ontology and SWRL for anti-diabetic drugs selection

RC Chen, YH Huang, CT Bau, SM Chen - Expert Systems with Applications, 2012 - Elsevier
Diabetes mellitus is one of the most common chronic diseases in recent years. According to
the World Health Organization, estimated diabetic patient numbers will increase by 56 …

A fuzzy-ontology-oriented case-based reasoning framework for semantic diabetes diagnosis

S El-Sappagh, M Elmogy, AM Riad - Artificial intelligence in medicine, 2015 - Elsevier
Objective Case-based reasoning (CBR) is a problem-solving paradigm that uses past
knowledge to interpret or solve new problems. It is suitable for experience-based and theory …