Xianshu Tan

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In order to ascertain the relationship between gene expression and colon cancer localization, a classification method based on random gene selection and a self-organizing map network is proposed. Different numbers of genes were selected randomly from 54,675 genes of 53 colon cancer patients in stage union for international cancer control II. These patients(More)
The exposure to cigarette smoke (CS) is associated with emphysema. In addition to chronic lung inflammation, emphysema is known mainly for the complex pathogenesis associated with imbalance of proteolytic and antiproteolytic activities, oxidative stress, and apoptosis of lung structural cells. Increasing evidence shows that erythromycin, which is a(More)
Based on gene expression, we have classified 53 colon cancer patients with UICC II into two groups: relapse and no relapse. Samples were taken from each patient, and gene information was extracted. Of the 53 samples examined, 500 genes were considered proper through analyses by S-Kohonen, BP, and SVM neural networks. Classification accuracy obtained by(More)
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