Study on the Relationship between the TCM Syndromes and Neurological Impairment of Stroke / 中医杂志

ABSTRACT

Objective To study on the relationship between the TCM Syndromes and neurological impairment of stroke patients.Methods The clinical data of ischemic stroke which based on the clinical information collecting platform was extracted to test whether there was a linear relationship between the Criterion for Diagnosis and Differentiation of Syndromes of Stroke (CDDSS) and National Institutes of Health Stroke Scale (NIHSS) by means of SPSS 12.0 and genetic algorithm.If there was not a linear relationship between CDDSS and NIHSS,the nonlinear relationship was to be tested by means of BP nerve net,LVQ nerve net,Fuzzy ARTMAP nerve net and Support Vector Machine (SVM).Results There was no linear relationship existed between CDDSS and NIHSS with the application of SPSS 12.0 and genetic algorithm.There existed a complicated nonlinear relationship between CDDSS and NIHSS by using BP nerve net,LVQ nerve net,Fuzzy ARTMAP nerve net and Support Vector Machine (SVM).Conclusion Between CDDSS and NIHSS,there isn't a linear relationship,but a complicated nonlinear relationship.