Research and Publications - Department of Computer Science
Permanent URI for this collection
Browse
Browsing Research and Publications - Department of Computer Science by Author "Akinrotimi, Akinyemi"
Now showing 1 - 1 of 1
Results Per Page
Sort Options
Item Modeling and Diagnosis of Typhoid Fever Using a Fuzzy Logic Controlled Inference System(2018) Akinrotimi, AkinyemiTyphoid fever is one of the major life threatening diseases, accounting for the death of millions of people every year apart from contributing to economic backwardness, mostly in Africa. Prompt and accurate diagnosis is a major key in the medical field, the large number of deaths associated with typhoid fever is as a result of many factors which include: poor diagnosis, selfmedication, shortage of medical experts and insufficient health institutions. These prompted for the development of a typhoid diagnosis system that can be used by anyone of average intelligence as this will assist in quick diagnosis of the disease despite shortage of health institutions and medical experts. A fuzzy logic technique was used on the labeled set of typhoid fever conditional variables to generate explainable rules for the diagnosis of typhoid fever. The labeled database was divided into five different levels of severity of typhoid fever and the classification accuracies on both the training set and testing set are 95% and 96% respectively. Implementation was carried out using Matlab as front end and MySQL as database.