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相关概念视频

Three-Compartment Open Model01:06

Three-Compartment Open Model

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The three-compartment open model is a pharmacokinetic model used to describe the distribution and elimination of drugs following extravascular administration. It comprises a central compartment representing the plasma and two peripheral compartments. The highly perfused peripheral compartment represents organs and tissues with a rich blood supply, such as the liver, kidneys, and lungs. The scarcely perfused peripheral compartment represents tissues with lower blood supply, such as adipose...
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Molecular Models02:00

Molecular Models

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Physical models representing molecular architectures of chemical compounds play essential roles in understanding chemistry. The use of molecular models makes it easier to visualize the structures and shapes of atoms and molecules.
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Two-Compartment Open Model: Overview01:05

Two-Compartment Open Model: Overview

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Multicompartmental models are crucial tools in pharmacokinetics, providing a framework to understand how drugs move within the body. The two-compartment model is a crucial subtype, segmenting the body into central and peripheral compartments. The central compartment represents areas with high blood flow, such as plasma and highly perfused organs like the kidneys and liver, while the peripheral compartment signifies tissues with lower blood flow, like adipose tissue and muscle tissue.
The...
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Ligand Binding and Linkage00:49

Ligand Binding and Linkage

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Allosteric proteins have more than one ligand binding site; the binding of a ligand to any of these sites influences the binding of ligands to the other sites. When a protein is allosteric, its binding sites are called coupled or linked.  In the case of enzymes, the site that binds to the substrate is known as the active site and the other site is known as the regulatory site. When a ligand binds to the regulatory site, this leads to conformational changes in the protein that can influence...
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Ligand Binding and Linkage00:49

Ligand Binding and Linkage

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Model Approaches for Pharmacokinetic Data: Distributed Parameter Models01:06

Model Approaches for Pharmacokinetic Data: Distributed Parameter Models

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Pharmacokinetic models are mathematical constructs that represent and predict the time course of drug concentrations in the body, providing meaningful pharmacokinetic parameters. These models are categorized into compartment, physiological, and distributed parameter models.
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相关实验视频

Updated: Jan 8, 2026

Constructing and Visualizing Models using Mime-based Machine-learning Framework
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Constructing and Visualizing Models using Mime-based Machine-learning Framework

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链接ML:一个开放的数据建模框架.

Sierra A T Moxon1, Harold Solbrig2, Nomi L Harris1

  • 1Environmental Genomics and Systems Biology, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA.

GigaScience
|December 12, 2025
PubMed
概括
此摘要是机器生成的。

链接数据建模语言 (LinkML) 是一个开放的框架,它在数据源处标准化数据,提高互操作性和FAIR数据合规性. 这种方法简化了数据集成,验证和跨不同科学领域的共享.

关键词:
已经准备好的人工智能数据.数据建模数据建模公平的数据是公平的.数据集成数据集成数据集成存在的本体学 存在的本体学开放数据是开放的数据.这是开源的,开源的.图表 图表 图表 图表 图表语义建模 语义建模

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科学领域:

  • 数据科学是数据科学.
  • 计算生物学是一种计算生物学.
  • 信息管理 信息管理

背景情况:

  • 科学数据通常是无结构的 (例如,自由文本笔记本,电子表格),阻碍了互操作性.
  • 缺乏数据标准化使集成,验证和重复使用变得复杂.
  • 现有的数据模型可能很复杂,导致一次性格式的扩散.

研究的目的:

  • 介绍LinkML (链接数据建模语言) 作为数据标准化的解决方案.
  • 展示LinkML能够简化数据创作,验证和共享的能力.
  • 促进采用LinkML以提高数据互操作性和FAIR合规性.

主要方法:

  • 使用一个开放的框架,具有可接近的语法来描述数据模式,类和关系.
  • 支持各种数据结构,从简单的列表到复杂的,具有继承的规范化模型.
  • 允许与现有框架无集成,并导入方案.

主要成果:

  • 链接ML允许创建定义良好的,稳定的和与本体学一致的数据结构.
  • 通过可访问的数据语义来促进跨学科的合作.
  • 简化了定义和共享数据模型的过程.

结论:

  • 链接ML减少数据异质性和复杂性,促进公平的数据标准.
  • 它在各种科学和商业领域得到了广泛采用.
  • 链接ML使隐式数据模型显式和可计算,在数据源标准化数据.