基于边界尺度的连接组图的分析
María José Moron-Fernández1, Ludovica Maria Amedeo2, Alberto Monterroso Muñoz1
1Higher Technical School of Informatics Engineering, University of Seville, Avda. Reina Mercedes, s/n, 41012 Seville, Spain.
Sensors (Basel, Switzerland)
|October 28, 2023
概括
这项研究使用对脑连接组图的拓分析来揭示性别之间的神经连接差异. 边界尺度 (BS2) 模型增强了用于临床见解的拓信息.
科学领域:
- 计算神经科学是一种计算神经科学.
- 网络科学 网络科学
- 拓学数据分析的分析.
背景情况:
- 连接组图表表示大脑连接.
- 了解神经连接差异对于临床见解至关重要.
- 拓方法可以丰富图形分析.
研究的目的:
- 用拓学推进连接组图的计算研究.
- 为了丰富从脑图中提取的拓信息.
- 为神经连接提供有洞察力的临床描述.
主要方法:
- 通过边界尺度 (BS2) 模型从大脑图形中获得的超图序列.
- 分析了尺度空间表示,使用拓特征,如贝蒂数和平均节点/边缘度等.
- 经验分析了来自人类结合体项目的神经成像数据 (96名健康受试者).
主要成果:
- BS2模型从原始图表中大大丰富了拓信息.
- 拓特征揭示了男性和女性受试者之间神经连接的差异.
- 证明了BS2模型的定性和定量信息获取.
结论:
- 对连接体图的拓分析提供了有价值的临床见解.
- BS2模型为增强的连接组分析提供了有效的框架.
- 在神经连接方面发现了基于性别的显著差异.
相关概念视频
Vector Algebra: Graphical Method
13.7K
Vectors can be multiplied by scalars, added to other vectors, or subtracted from other vectors. The vector sum of two (or more) vectors is called the resultant vector or, for short, the resultant.
We use the laws of geometry to construct resultant vectors, followed by trigonometry to find vector magnitudes and directions. For a geometric construction of the sum of two vectors in a plane, we follow the parallelogram rule. Suppose two vectors are at arbitrary positions. Translate either one of...
We use the laws of geometry to construct resultant vectors, followed by trigonometry to find vector magnitudes and directions. For a geometric construction of the sum of two vectors in a plane, we follow the parallelogram rule. Suppose two vectors are at arbitrary positions. Translate either one of...
13.7K
pV-Diagrams
4.6K
The pV diagram, which is a graph of pressure versus volume of the gas under study, is helpful in describing certain aspects of the substance. When the substance behaves like an ideal gas, the ideal gas equation describes the relationship between its pressure and volume. On a pV diagram, it is common to plot an isotherm, which is a curve showing p as a function of V with the number of molecules and the temperature fixed. Then, for an ideal gas, the product of the pressure of the gas and its...
4.6K
Boundary Conditions: Lossless Lines
482
Consider a single-phase, two-wire, lossless transmission line terminated by an impedance at the receiving end and a source with Thevenin voltage and impedance at the sending end. The line, with length, has a surge impedance and wave velocity determined by the line's inductance and capacitance.
At the receiving end, the boundary condition states that the voltage equals the product of the receiving-end impedance and current. This relationship is expressed as a function of the incident and...
At the receiving end, the boundary condition states that the voltage equals the product of the receiving-end impedance and current. This relationship is expressed as a function of the incident and...
482
Area Computation by the Alternative Coordinate Method
860
The alternative coordinate method, also known as the Shoelace Formula, is a technique for determining the area of a traverse using Cartesian coordinates. This method relies on the sequential arrangement of x and y coordinates for each point of the shape, ensuring accuracy and ease of application.In this approach, each corner's x and y coordinates are listed as fractions, with the x-coordinate as the numerator and the y-coordinate as the denominator. These coordinates are arranged sequentially...
860
Manipulation and Analysis
337
GIS manipulation and analysis functions are vital for decision-making and planning. These activities range from data retrieval tasks, such as selecting information based on specific criteria, to advanced analytical techniques that address complex spatial problems.One critical GIS analysis method is overlaying, which combines multiple data layers to examine impacts. For example, overlaying a river-dammed lake boundary with road networks can identify affected infrastructure. Another common...
337
Graphical Representation of Inequalities
451
The graph of the equation where y equals x squared forms a curve known as a parabola. This curve acts as a boundary in the coordinate plane, dividing it into distinct regions based on the relative position of points.When the equality sign in the equation is replaced with an inequality—such as greater than, less than, greater than or equal to, or less than or equal to—the graphical representation changes from a single curve into a broader shaded area that signifies the set of all...
451


