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相关概念视频

Electron Orbital Model01:18

Electron Orbital Model

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Orbitals are the areas outside of the atomic nucleus where electrons are most likely to reside. They are characterized by different energy levels, shapes, and three-dimensional orientations. The location of electrons is described most generally by a shell or principal energy level, then by a subshell within each shell, and finally, by individual orbitals found within the subshells.
The first shell is closest to the nucleus, and it has only one subshell with a single spherical orbital called the...
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Vector Components in the Cartesian Coordinate System01:29

Vector Components in the Cartesian Coordinate System

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Vectors are usually described in terms of their components in a coordinate system. Even in everyday life, we naturally invoke the concept of orthogonal projections in a rectangular coordinate system. For example, if someone gives you directions for a particular location, you will be told to go a few km in a direction like east, west, north, or south, along with the angle in which you are supposed to move. In a rectangular (Cartesian) xy-coordinate system in a plane, a point in a plane is...
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Vector Algebra: Method of Components01:08

Vector Algebra: Method of Components

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It is cumbersome to find the magnitudes of vectors using the parallelogram rule or using the graphical method to perform mathematical operations like addition, subtraction, and multiplication. There are two ways to circumvent this algebraic complexity. One way is to draw the vectors to scale, as in navigation, and read approximate vector lengths and angles (directions) from the graphs. The other way is to use the method of components.
In many applications, the magnitudes and directions of...
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Mechanical Efficiency of Real Machines01:14

Mechanical Efficiency of Real Machines

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The mechanical efficiency of a machine is a fundamental concept that describes how effectively a machine can convert input work into output work. According to this concept, the efficiency of a machine is equal to the ratio of the output work to the input work. An ideal machine, meaning a machine that has no energy losses, has an efficiency of one. This implies that the input work and the output work are equal.
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One-Compartment Open Model: Wagner-Nelson and Loo Riegelman Method for ka Estimation01:24

One-Compartment Open Model: Wagner-Nelson and Loo Riegelman Method for ka Estimation

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This lesson introduces two critical methods in pharmacokinetics, the Wagner-Nelson and Loo-Riegelman methods, used for estimating the absorption rate constant (ka) for drugs administered via non-intravenous routes. The Wagner-Nelson method relates ka to the plasma concentration derived from the slope of a semilog percent unabsorbed time plot. However, it is limited to drugs with one-compartment kinetics and can be impacted by factors like gastrointestinal motility or enzymatic degradation.
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相关实验视频

Updated: Apr 28, 2026

A Novel Single Animal Motor Function Tracking System Using Simple, Readily Available Software
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S2VQ-VAE:半监督矢量量化变量自动编码器用于自动评估轨道制造试验.

Zeshen Tang, Shiyu Tang, Haoran Wang

    IEEE journal of biomedical and health informatics
    |May 31, 2024
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    概括

    这项研究引入了一种新的深度学习方法,用于使用数字设备数据检测老年人认知障碍. 这种方法提高了查的准确性和效率,有助于基于社区的健康评估.

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    Traditional Trail Making Test Modified into Brand-new Assessment Tools: Digital and Walking Trail Making Test
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    Author Spotlight: Insights into Visual Cortex Research Through Wide-View fMRI Mapping
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    Author Spotlight: Insights into Visual Cortex Research Through Wide-View fMRI Mapping

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    科学领域:

    • 数字健康数字健康
    • 神经科学是一个神经科学.
    • 人工智能的人工智能

    背景情况:

    • 计算机辅助的认知障碍检测对于社区生活的老年人来说至关重要.
    • 数字设备上的多式传感技术提供客观和方便的认知评估.

    研究的目的:

    • 利用数字TMT数据开发一种用于查认知障碍的自动化方法.
    • 为了提高认知诊断能力,进行大规模的社区查.

    主要方法:

    • 提出了一种用于深度表示学习的新型半监督向量量化变量自动编码器 (S2VQ-VAE).
    • 纳入类内和类间的相关性损失,用于解因素.
    • 结合了人口,时间,压力和冲动特征的因素.
    • 使用光梯度增强机作为最佳分类器.

    主要成果:

    • 拟议的多类型特征融合方法表现出卓越的选性能.
    • 超越了传统的基于纸张的TMT方法和现有的基于VAE的特征提取.

    结论:

    • 深度表示学习方法显著改善了基于行为的TMTs的认知诊断.
    • 简化了基于社区的认知障碍查,并减少了医疗保健工作人员的工作量.