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相关概念视频

Navier–Stokes Equations01:28

Navier–Stokes Equations

471
For incompressible Newtonian fluids, where density remains constant, stresses show a linear relationship with the deformation rate, defined by normal and shear stresses. Normal stresses depend on the pressure exerted on the fluid and the rate of deformation in specific directions, which determines how fluid flows under varying pressures. Shear stresses, on the other hand, act tangentially across fluid layers. They explain how adjacent fluid layers slide relative to one another, connecting...
471
Turbulent Flow01:24

Turbulent Flow

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Turbulent flow is characterized by unpredictable fluctuations in velocity and pressure, which result in a chaotic fluid movement distinct from the orderly patterns of laminar flow. While laminar flow is governed by smooth, parallel layers with minimal mixing, turbulent flow exhibits highly irregular, three-dimensional patterns. This behavior arises due to instabilities in the fluid's velocity profile, and amplifies as the flow velocity increases. Minor disturbances, known as turbulent...
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Laminar and Turbulent Flow01:07

Laminar and Turbulent Flow

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Fluid dynamics is the study of fluids in motion. Velocity vectors are often used to illustrate fluid motion in applications like meteorology. For example, wind—the fluid motion of air in the atmosphere—can be represented by vectors indicating the speed and direction of the wind at any given point on a map. Another method for representing fluid motion is a streamline. A streamline represents the path of a small volume of fluid as it flows. When the flow pattern changes with time, the...
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Uniform Depth Channel Flow01:27

Uniform Depth Channel Flow

67
Uniform depth channel flow keeps fluid depth consistent along channels such as irrigation canals. In natural channels, such as rivers, approximate uniform flow is often assumed. This condition occurs when the channel’s bottom slope matches the energy slope, balancing potential energy lost from gravity with head loss due to shear stress. This balance prevents depth changes along the channel length, resulting in a steady, uniform flow.Uniform flow in open channels with a constant cross-section...
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Fluid Pressure over Curved Plate of Constant Width01:12

Fluid Pressure over Curved Plate of Constant Width

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When a curved plate of constant width is submerged in a liquid, the pressure acting normal to the plate varies continuously both in magnitude and direction. Calculating the magnitude and location of the resultant force at a point is often challenging for such cases. One of the methods to determine the resultant force and its location involves separately calculating the horizontal and vertical components of the resultant force. This complex calculation can be simplified by representing the...
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Fluid Pressure over Flat Plate of Variable Width01:02

Fluid Pressure over Flat Plate of Variable Width

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When a flat plate is submerged in a fluid, the fluid exerts pressure on the plate. This pressure can lead to many different phenomena, including drag and buoyancy. To understand the behavior of the fluid over a flat plate of variable width, it is essential to analyze the distribution of the pressure exerted.
The pressure distribution on the plate can be calculated by determining the force that acts on a differential area strip of the plate. Thus, the magnitude of the force is equal to the...
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相关实验视频

Updated: Jun 23, 2025

An In Vitro 3D Model and Computational Pipeline to Quantify the Vasculogenic Potential of iPSC-Derived Endothelial Progenitors
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VESCL:一个开源的二维船舶轮图书馆.

S F Frisken1,2, N Haouchine3,4, D D Chlorogiannis3,5

  • 1Brigham and Women's Hospital, Boston, USA. sfrisken@bwh.harvard.edu.

International journal of computer assisted radiology and surgery
|June 15, 2024
PubMed
概括

VESCL是一个新的开源库,可以在2D医疗图像中加快手动血管细分的22倍. 该工具有助于创建准确的数据集,用于训练和测试自动化细分算法.

关键词:
大脑血管造影 - - 大脑血管造影数字减去血管学图.船舶细分 船舶的细分

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Development and Evaluation of 3D-Printed Cardiovascular Phantoms for Interventional Planning and Training
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Intravascular Ultrasound Image-Based Finite Element Modeling Approach for Quantifying In Vivo Mechanical Properties of Human Coronary Artery
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科学领域:

  • 医学图像分析 医学图像分析
  • 计算机辅助手术 计算机辅助手术
  • 生物医学工程 生物医学工程

背景情况:

  • 准确的血管细分对于医学图像分析至关重要.
  • 手动细分是劳动密集型和耗时的.
  • 现有的自动化方法需要高质量的培训数据.

研究的目的:

  • 介绍VESCL,这是一个用于计算机辅助的2D船体轮和细分的新型库.
  • 促进生成黄金标准数据集,用于训练和验证自动化细分算法.
  • 提高手动船只细分的效率和准确性.

主要方法:

  • VESCL是一个开源的C++库用于医疗图像处理.
  • 它提供了一个直观的界面,用于沿着船只绘制参数曲线.
  • 采用优化的过器,自动调整曲线与船舶中心线和宽度的确定.
  • 支持各种细分表示的出口 (二进制,占用地图,距离字段).

主要成果:

  • 实现船舶中线和宽度的子像素分辨率.
  • 比传统的手动细分方法提高了22倍的速度,比现有的计算机辅助方法提高了3倍.
  • 细分精度与黄金标准数据集的运营商间变异性相当.
  • 在神经血管DSA,冠状动脉DSA和视网膜动脉图像中显示出有希望的结果.

结论:

  • VESCL显著降低了手动黄金标准船只细分所需的努力.
  • 它是开发和评估自动化细分技术的宝贵工具.
  • 该图书馆的开源性质促进了医疗图像分析的更广泛采用和合作.