Analysis of common syndromes diagnosis basis of pulmonary nodules based on data mining
[Objective]To preliminarily establish the diagnosis basis for common syndromes of pulmonary nodules.[Methods]The correlation between symptoms and their contribution to common syndromes was analyzed using association rules combined with a Bayesian network based on the clinical data of 746 clinical data of pulmonary nodules.[Results]Among the common syndromes,the closely related symptom groups and their contribution to the syndrome were as follows:1)lung qi deficiency syndrome:fatigue & spiritual tiredness(0.22);2)lung spleen qi deficiency syndrome:cough & white phlegm(0.27),cough & shortness of breath(0.19),white greasy tongue fur & thin tongue(0.57),thin tongue & fine weak pulse(0.36),fatigue & poor appetite(0.14);3)phlegm turbid obstructing the lung syndrome:cough & white phlegm(0.32),chest tightness & shortness of breath(0.19).The syndrome of stasis obstructing lung collateral has not yet obtained a closely related symptom group.Conclusion based on the contribution of symptom clusters to common syndromes,the preliminary establishment of diagnostic conditions and basis can provide an objective basis for the establishment of diagnostic criteria for pulmonary nodules syndromes.The symptom clusters that contribute to the stasis lung collateral syndrome need to be further studied.[Conclusion]Based on the correlated symptom clusters and their contribution to syndromes,the diagnostic basis for common syndromes of pulmonary nodules were formed,which can provide a basis for the establishment of diagnostic criteria for pulmonary nodule common syndromes.However,the symptom clusters that contribute to the stasis lung collateral syndrome need to be further studied.
国家科技期刊平台
NSTL
万方数据
