A Type-3 Fuzzy-Fractal Approach for Brain Tumor Diagnosis
摘要
In this article a combination of type-3 fuzzy logic system (T3FLS) and the fractal dimension (FD) is employed for brain tumor diagnosis. FD is utilized to characterize the geometrical properties of the tumor. A T3FLS is employed to represent the knowledge of experts in diagnosis. In this case, type-3 fuzzy logic helps in representing the uncertainty in making a medical diagnosis. Simulation results with a dataset of tumors shows the accuracy of the proposal.