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盲源分离中信号独立性的讨论 被引量:1
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作者 汤影 康戈文 《现代电子技术》 2006年第4期135-137,共3页
在盲源分离(BSS)算法中,对分离信号独立性的衡量直接影响算法的有效性和健壮性,是一个算法成功与否的关键因素。总结了衡量分离信号间独立性大小的一般原则,即从非高斯极大、互信息最小及非线性不相关等角度来衡量。提出了另一种衡量信... 在盲源分离(BSS)算法中,对分离信号独立性的衡量直接影响算法的有效性和健壮性,是一个算法成功与否的关键因素。总结了衡量分离信号间独立性大小的一般原则,即从非高斯极大、互信息最小及非线性不相关等角度来衡量。提出了另一种衡量信号独立性的方法以及相关优化函数,拓展了BSS研究的一般思路。 展开更多
关键词 盲源分离 独立分量分析 信号独立性 优化函数
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Loss of heterozygosity: An independent prognostic factor of colorectal cancer 被引量:2
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作者 Shih-Ching Chang Jen-Kou Lin +1 位作者 Tzu-Chen Lin Wen-Yih Liang 《World Journal of Gastroenterology》 SCIE CAS CSCD 2005年第6期778-784,共7页
AIM: Colorectal cancers result from the accumulation of several distinct genetic alterations. This study was to investigate the frequency and prognostic value of loss of heterozygosity (LOH) and microsatellite instabi... AIM: Colorectal cancers result from the accumulation of several distinct genetic alterations. This study was to investigate the frequency and prognostic value of loss of heterozygosity (LOH) and microsatellite instability (MSI) at 14 genetic loci located near or within regions containing important genes implicated in colorectal tumorigenesis. METHODS: We studied colorectal cancers with corresponding normal mucosae in 207 patients (139 males and 68 females, mean age at the time of tumor resection 66.2±12.4 years, range 22-88 years). There were 37 right-sided colonic tumors, 85 left-sided colonic tumors and 85 rectal tumors. The distribution of tumor staging was stage Ⅰ in 25, stage Ⅱ in 73, stage Ⅲ in 68, and stage Ⅳ in 41. We analyzed the LOH and MSI of HPC1, hMSH2, hMLH1, APC, MET, P53, NH23-H1, DCC, BAT25, BAT26, D17S250, MYCL1 and D8S254 with fluorescent polymerase chain reaction and denatured gel electrophoresis. High-frequency LOH was determined to be greater than three, or more than 50% of the informative marker with LOH. High-frequency MSI (MSI-H) was determined as more than four markers with instability (>30%). Correlations of LOH and MSI with clinical outcomes and pathological features were analyzed and compared. RESULTS: The occurrence of MSI-H was 7.25%, located predominantly in the right colons (7/15) and had a higher frequency of poor differentiation (6/15) and mucin production (7/15). LOH in at least one genetic locus occurred in 78.7% of the tumors and was significantly associated with disease progression. Of the 166 potentially cured patients, 45 developed tumor recurrence within 36 mo of follow-up. Clinicopathological factors affecting 3-year disease-free survival (DFS) were TNM staging, grade of differentiation, preoperative CEA level, and high LOH status. Patients with high LOH tumors had a significantly lower DFS (50%) compared with patients with low LOH tumors (84%). Of the patients developing subsequent tumor recurrence, the number and percentage of LOH were 2.97 and 46.8% respectively, similar to the stage IV disease patients. TNM staging had the most significant impact on DFS, followed by high LOH status. CONCLUSION: Clinical manifestations of LOH and MSI are different in colorectal cancer patients. High-frequency LOH is associated with high metastatic potential of colorectal cancers. 展开更多
关键词 Colorectal Cancer Loss of Heterozygosity PROGNOSIS
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