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红细胞SEM图像的三维重构及形状特征提取 被引量:2
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作者 唐思源 白金牛 杨敏 《微型机与应用》 2016年第18期45-47,51,共4页
临床经验及诊断中表明许多疾病都与红细胞形变有关。因此分析红细胞的形态特征可以辅助诊断病人的病情。运用模板匹配方法寻找12类形态变异的红细胞子图像的位置,应用PCA和LDA算法对12类产生形变的红细胞进行特征选择和提取,并针对噪声... 临床经验及诊断中表明许多疾病都与红细胞形变有关。因此分析红细胞的形态特征可以辅助诊断病人的病情。运用模板匹配方法寻找12类形态变异的红细胞子图像的位置,应用PCA和LDA算法对12类产生形变的红细胞进行特征选择和提取,并针对噪声问题对算法进行了改进。通过实验数据对一些分类困难的形变细胞做进一步的数据对比及特征提取分类。实验表明,该算法及改进的方法能有效区分并提取出不同类型的红细胞,分类的准确率达到了92.7%。 展开更多
关键词 红细胞形变 特征提取 PCA和LDA算法 噪声
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Deformation and Motion of a Red Blood Cell in a Shear Flow Simulated by a Lattice Boltzmann Model 被引量:1
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作者 SHI Juan QIU Bing TAN Hui-Li 《Communications in Theoretical Physics》 SCIE CAS CSCD 2009年第6期1117-1120,共4页
A lattice Boltzmann model is presented to simulate the deformation and motions of a red blood cell (RBC) in a shear flow. The curvatures of the membrane of a static RBC with different chemical potentiM drops calcula... A lattice Boltzmann model is presented to simulate the deformation and motions of a red blood cell (RBC) in a shear flow. The curvatures of the membrane of a static RBC with different chemical potentiM drops calculated by our model agree with those computed by a shooting method very well. Our simulation results show that in a shear flow, biconcave RBC becomes highly flattened and undergoes tank-treading motion. With intrinsically parallel dynamics, this lattice Boltzmann method is expected to find wide applications to both single and multi-vesicles suspension as well as complex open membranes in various fluid flows for a wide range of Reynolds numbers. 展开更多
关键词 red blood cells biconcave lattice Boltzmann method
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Effect of Elastic Constitutive Laws on the Deformation of Two-dimensional Red Blood Cell 被引量:1
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作者 宫兆新 鲁传敬 《Journal of Shanghai Jiaotong university(Science)》 EI 2009年第1期76-80,共5页
Deformation of two-dimensional red blood cell in linear shear flow is simulated using the immersed boundary method,in which the cell is modeled as a force source instead of a real body.The effect of three constitutive... Deformation of two-dimensional red blood cell in linear shear flow is simulated using the immersed boundary method,in which the cell is modeled as a force source instead of a real body.The effect of three constitutive laws,i.e.Hookean,Neo-Hookean and Skalak elasticity,on the deformation is studied by simulating the cell movement in two linear shear flows.The results show that the effect of the constitutive laws gets more obvious as the shear rate increases.Both the aspect ratio and the inclination of the steady shapes get bigger, and the differences between the periods of the cell tank-treading motion become larger.For the same shear flow, the period with Hookean elasticity is less than the period with Neo-Hookean elasticity and bigger than the period with Skalak elasticity. 展开更多
关键词 red blood cell immersed boundary method constitutive law. tank-treading motion
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Mechanical behavior of pathological and normal red blood cells in microvascular flow based on modified level-set method
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作者 XiWen Zhang FangChao Ma +1 位作者 PengFei Hao ZhaoHui Yao 《Science China(Physics,Mechanics & Astronomy)》 SCIE EI CAS CSCD 2016年第1期66-74,共9页
The research of the motion and deformation of the RBCs is important to reveal the mechanism of blood diseases. A numerical method has been developed with level set formulation for elastic membrane immersed in incompre... The research of the motion and deformation of the RBCs is important to reveal the mechanism of blood diseases. A numerical method has been developed with level set formulation for elastic membrane immersed in incompressible fluid. The numerical model satisfies mass and energy conservation without the leaking problems in classical Immersed Boundary Method(IBM), at the same time, computing grid we used can be much smaller than the general literatures. The motion and deformation of a red blood cell(including pathological & normal status) in microvascular flow are simulated. It is found that the Reynolds number and membrane's stiffness play an important role in the transmutation and oscillation of the elastic membrane. The normal biconcave shape of the RBC is propitious to create high deformation than other pathological shapes. With reduced viscosity of the interior fluid both the velocity of the blood and the deformability of the cell reduced. With increased viscosity of the plasma both the velocity of the blood and the deformability of the cell reduced. The tank treading of the RBC membrane is observed at low enough viscosity contrast in shear flow. The tank tread fixed inclination angle of the cell depends on the shear ratio and viscosity contrast, which can be compared with the experimental observation well. 展开更多
关键词 red blood cell microvascular flow shear flow fluid-structure interaction level set
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