The paper gives a brief analysis of the color harmony aesthetic measure of Spencer which was emerged in the industry art age, and points out shortcomings of the early studies. It studies order factors which affect the...The paper gives a brief analysis of the color harmony aesthetic measure of Spencer which was emerged in the industry art age, and points out shortcomings of the early studies. It studies order factors which affect the color harmony aesthetic measure based on the psychophysical method, and presents a continuous curve of the order factors. These are necessary for true color CAD, and are an essential research for automatic design leading to economic and social benefits. Key words paired comparison - color harmony - aesthetic measure - order factor展开更多
Fashion color forecasting is one of the most important factors for fashion marketing and manufacturing. Several models have been applied by previous researchers to conduct fashion color forecasting. However, few convi...Fashion color forecasting is one of the most important factors for fashion marketing and manufacturing. Several models have been applied by previous researchers to conduct fashion color forecasting. However, few convincing forecasting systems have been established. A prediction model for fashion color forecasting was established by applying an improved back propagation neural network (BPNN) model in this paper. Successive six-year fashion color palettes, released by INTERCOLOR, were used as learning information for the neural network to develop a reliable prediction model. Colors in the palettes were quantified by PANTONE color system. Additionally, performance of the established model was compared with other GM(1, 1) models. Results show that the improved BPNN model is suitable to predict future fashion color trend.展开更多
目的:探究产前彩色多普勒超声评估胎儿生长受限(FGR)的价值,分析超声诊断假阴性的影响因素。方法:选择2019年10月至2023年7月于我院行产前彩色多普勒超声诊断为FGR并获得产后随访确诊的118例胎儿作为FGR真阳性组,60例产前彩色多普勒超...目的:探究产前彩色多普勒超声评估胎儿生长受限(FGR)的价值,分析超声诊断假阴性的影响因素。方法:选择2019年10月至2023年7月于我院行产前彩色多普勒超声诊断为FGR并获得产后随访确诊的118例胎儿作为FGR真阳性组,60例产前彩色多普勒超声诊断为FGR阴性而产后确诊为FGR的胎儿作为FGR假阴性组。比较首次检查时两组间不同孕周的超声参数;比较两组胎儿的临床资料,采用随机森林算法及多因素Logistic回归分析筛选影响超声诊断FGR假阴性的因素;构建多因素Logistic回归模型并评价其预测效能。结果:孕12~14周假阴性组胎儿的腹围、股骨长明显长于真阳性组,血流收缩末期峰值(S)/舒张末期峰值(D)明显低于真阳性组(P<0.05);孕15~27周假阴性组胎儿的腹围、股骨长明显长于真阳性组(P<0.05);孕28~37周假阴性组胎儿的腹围明显长于真阳性组(P<0.05);随机森林算法及多因素Logistic回归分析结果显示,孕期增重高于标准、妊娠糖尿病、胎方位为臀位、分娩胎龄>40周、胎儿性别为男性、腹围增加是影响超声诊断FGR假阴性的危险因素(P<0.05);当模型预测超声诊断FGR假阴性概率为0.85时,约登指数最大(74.46),敏感度为86.45%,特异度为88.01%,逻辑回归拟合优度检验结果显示模型Bootstrap验证前后的Nagelkerke R 2=0.602。结论:随着孕周的增加(12~37周),首次超声检查诊断FGR真阳性和假阴性胎儿间存在显著差异的指标数量逐渐减少,孕期增重、妊娠糖尿病、胎方位等是影响超声诊断FGR假阴性的危险因素。展开更多
文摘The paper gives a brief analysis of the color harmony aesthetic measure of Spencer which was emerged in the industry art age, and points out shortcomings of the early studies. It studies order factors which affect the color harmony aesthetic measure based on the psychophysical method, and presents a continuous curve of the order factors. These are necessary for true color CAD, and are an essential research for automatic design leading to economic and social benefits. Key words paired comparison - color harmony - aesthetic measure - order factor
文摘Fashion color forecasting is one of the most important factors for fashion marketing and manufacturing. Several models have been applied by previous researchers to conduct fashion color forecasting. However, few convincing forecasting systems have been established. A prediction model for fashion color forecasting was established by applying an improved back propagation neural network (BPNN) model in this paper. Successive six-year fashion color palettes, released by INTERCOLOR, were used as learning information for the neural network to develop a reliable prediction model. Colors in the palettes were quantified by PANTONE color system. Additionally, performance of the established model was compared with other GM(1, 1) models. Results show that the improved BPNN model is suitable to predict future fashion color trend.
文摘目的:探究产前彩色多普勒超声评估胎儿生长受限(FGR)的价值,分析超声诊断假阴性的影响因素。方法:选择2019年10月至2023年7月于我院行产前彩色多普勒超声诊断为FGR并获得产后随访确诊的118例胎儿作为FGR真阳性组,60例产前彩色多普勒超声诊断为FGR阴性而产后确诊为FGR的胎儿作为FGR假阴性组。比较首次检查时两组间不同孕周的超声参数;比较两组胎儿的临床资料,采用随机森林算法及多因素Logistic回归分析筛选影响超声诊断FGR假阴性的因素;构建多因素Logistic回归模型并评价其预测效能。结果:孕12~14周假阴性组胎儿的腹围、股骨长明显长于真阳性组,血流收缩末期峰值(S)/舒张末期峰值(D)明显低于真阳性组(P<0.05);孕15~27周假阴性组胎儿的腹围、股骨长明显长于真阳性组(P<0.05);孕28~37周假阴性组胎儿的腹围明显长于真阳性组(P<0.05);随机森林算法及多因素Logistic回归分析结果显示,孕期增重高于标准、妊娠糖尿病、胎方位为臀位、分娩胎龄>40周、胎儿性别为男性、腹围增加是影响超声诊断FGR假阴性的危险因素(P<0.05);当模型预测超声诊断FGR假阴性概率为0.85时,约登指数最大(74.46),敏感度为86.45%,特异度为88.01%,逻辑回归拟合优度检验结果显示模型Bootstrap验证前后的Nagelkerke R 2=0.602。结论:随着孕周的增加(12~37周),首次超声检查诊断FGR真阳性和假阴性胎儿间存在显著差异的指标数量逐渐减少,孕期增重、妊娠糖尿病、胎方位等是影响超声诊断FGR假阴性的危险因素。
