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相关概念视频

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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ER Retrieval Pathway01:45

ER Retrieval Pathway

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In the secretory pathway, vesicles transport proteins from one cellular compartment to another in forward transport to deliver the protein to its correct location. Occasionally, misfolded proteins and incorrect proteins escape their original compartments, and a retrieval pathway is used to return the escaped proteins to their original compartment.
The ER uses many checkpoints to prevent the entry of incorrectly folded or a resident protein as cargo onto a transport vesicle. These mechanisms...
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Structural Isomerism02:34

Structural Isomerism

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Isomerism in Complexes
Isomers are different chemical species that have the same chemical formula. Structural isomerism of coordination compounds can be divided into two subcategories, the linkage isomers and coordination-sphere isomers.
Linkage isomers occur when the coordination compound contains a ligand that can bind to the transition metal center through two different atoms. For example, the CN− ligand can bind through the carbon atom or through the nitrogen atom. Similarly, SCN− can...
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Anatomical Terminology01:20

Anatomical Terminology

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Knowledge of anatomy is essential to understand human biology and medicine. Anatomists and health care professionals use standard terminology to describe the human body with more precision and no ambiguity. Anatomical terms have mostly Greek and Latin-derived roots. Because these languages are rarely used in conversation, the meaning of words remains the same. Each term is made up of a root in between the prefixes and suffixes. The root of a term often refers to an organ, tissue, or condition,...
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Nursing Clinical Information System01:27

Nursing Clinical Information System

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Nursing Clinical Information System (NCIS)
A Nursing Clinical Information System (NCIS) is a specialized type of healthcare information system tailored to meet the unique needs of nursing practice. It incorporates the principles of nursing informatics to streamline information management and improve the quality of care delivery.
Critical attributes of NCIS include:
870
Drug Nomenclature01:17

Drug Nomenclature

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During the development of a new pharmaceutical, the manufacturer initially assigns a code name to the drug. Once approved, the drug receives a United States Adopted Name (USAN)—a generic, nonproprietary designation. Upon being listed in the United States Pharmacopeia, this nonproprietary name becomes the drug's official name. Additionally, the manufacturer assigns a proprietary name or trademark, which serves as the brand name under which the drug is marketed. It is worth noting that...
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相关实验视频

Updated: Sep 15, 2025

Facet-to-facet Linking of Shape-anisotropic Colloidal Cadmium Chalcogenide Nanostructures
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Facet-to-facet Linking of Shape-anisotropic Colloidal Cadmium Chalcogenide Nanostructures

Published on: August 10, 2017

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在SNOMED CT实体链接挑战中,SNOMED CT实体链接挑战.

Rory Davidson1, Will Hardman2, Guy Amit3

  • 1SNOMED International, London W2 6BD, United Kingdom.

Journal of the American Medical Informatics Association : JAMIA
|July 14, 2025
PubMed
概括
此摘要是机器生成的。

开发临床实体链接模型对于罕见的概念来说是具有挑战性的. 性能受到培训数据中的概念频率,和注释模两可的影响.

关键词:
这就是SNOMED CT.人工智能的人工智能是人工智能.链接实体链接实体术语术语术语的使用术语.

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A Data Integration Workflow to Identify Drug Combinations Targeting Synthetic Lethal Interactions
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A Data Integration Workflow to Identify Drug Combinations Targeting Synthetic Lethal Interactions

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Application of Deep Learning-Based Medical Image Segmentation via Orbital Computed Tomography
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相关实验视频

Last Updated: Sep 15, 2025

Facet-to-facet Linking of Shape-anisotropic Colloidal Cadmium Chalcogenide Nanostructures
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Facet-to-facet Linking of Shape-anisotropic Colloidal Cadmium Chalcogenide Nanostructures

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A Data Integration Workflow to Identify Drug Combinations Targeting Synthetic Lethal Interactions
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Application of Deep Learning-Based Medical Image Segmentation via Orbital Computed Tomography
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Application of Deep Learning-Based Medical Image Segmentation via Orbital Computed Tomography

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科学领域:

  • 医疗信息学 医疗信息学
  • 自然语言处理自然语言处理.

背景情况:

  • 临床实体链接对于组织电子健康记录至关重要.
  • 标准化使用SNOMED CT等术语的临床概念对于互操作性至关重要.

研究的目的:

  • 用MIMIC-IV-Note数据评估临床实体链接的不同方法.
  • 确定影响实体链接模型表现的因素.

主要方法:

  • 通过使用注释MIMIC-IV-Note数据和SNOMED CT.的子集进行了竞赛.
  • 在272份核准说明中,有74,808份注释得到了整理.
  • 提交的内容在字符级别使用平均交叉点-整个联盟指标进行了评估.

主要成果:

  • 获胜的解决方案采用了不同的方法:基于字典,基于编码器和基于解码器.
  • 训练数据中的概念频率显著影响了模型性能.
  • 罕见的概念,高的概念和注释模糊性与较低的性能有关.

结论:

  • 未来的实体链接研究应该优先考虑罕见的概念.
  • 建议开发方法来处理稀缺的培训数据并利用上下文信息.