Title :
Applications of Fuzzy and Neuro-Fuzzy in Biomedical Health Sciences
Author :
Ranjan, Rahul ; Awasthi, Anuj ; Aggarawal, Neelesh ; Gulati, Jagdeep
Author_Institution :
Dept. of Electr. & Comput. Eng., Wayne State Univ., Detroit, MI
Abstract :
Fuzzy and neuro fuzzy logic concepts have been used for variety of applications, where machine intelligence can be used for the system. The fuzzy logic concept has been used for a number of biomedical applications also. We have used fuzzy and neuro fuzzy approach for tackling surgery procedures of a patient suffering from stress urinary incontinence (SUI). We have further extended the application of fuzzy and neuro fuzzy logic for predicting the approximate recovery time of a patient under physical therapy suffering from stroke, paraplegia, quadriplegia etc. Here, we have outlined methods for above mentioned biomedical applications based on a knowledge base created from the patients of different age groups. We have shown our simulation results with input data and possible outcomes with the fuzzy and neuro fuzzy system
Keywords :
fuzzy logic; medical computing; patient treatment; biomedical applications; biomedical health sciences; fuzzy logic; neuro-fuzzy logic; stress urinary incontinence; Application software; Automation; Biomedical engineering; Fascia; Fuzzy control; Fuzzy logic; Fuzzy systems; Medical treatment; Stress; Surgery;
Conference_Titel :
Electro/information Technology, 2006 IEEE International Conference on
Conference_Location :
East Lansing, MI
Print_ISBN :
0-7803-9592-1
Electronic_ISBN :
0-7803-9593-X
DOI :
10.1109/EIT.2006.252165