Title :
A fuzzy approach to support a musculoskeletal disorders diagnosis
Author :
Filho, Domingos Vanderlei ; Santos, Marcos A Dos ; Ludermir, Teresa Bernarda ; Silva, Marta Joao
Author_Institution :
UFPE Departamento de Engenharia Eletronica a de Sistemas, Cidade Universitaria, Recife, Brazil
Abstract :
Summary form only given. This work describes a fuzzy inference system to support a musculoskeletal disorders diagnosis. The musculoskeletal disorders refer to conditions that involve the nerves, tendons, muscles and supporting structures of the body. Nowadays, an increasing number of occupational injuries and illness are observed. The linguistic variables and rules of the systems were associated with disease symptoms and signals. To implement this system we incorporated the knowledge of a medical expert. We use some clinical cases to evaluate the performance of our fuzzy model. The fuzzy system used applies the Mamdani method (1975). The next step of our research is to fine tune our system based on the analysis of more input variables and to validate the model against a bigger population of patients with well-confirmed diagnostics.
Keywords :
diagnostic expert systems; fuzzy systems; inference mechanisms; neurophysiology; Mamdani method; disease symptoms; fuzzy inference system; linguistic rules; muscles; musculoskeletal disorders diagnosis; nerves; Control system synthesis; Diseases; Fuzzy logic; Fuzzy systems; Input variables; Man machine systems; Medical diagnostic imaging; Muscles; Musculoskeletal system; Network synthesis;
Conference_Titel :
Neural Networks, 2002. SBRN 2002. Proceedings. VII Brazilian Symposium on
Print_ISBN :
0-7695-1709-9
DOI :
10.1109/SBRN.2002.1181461