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相关概念视频

Thermal Expansion01:22

Thermal Expansion

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The expansion of alcohol in a thermometer is one of many commonly encountered examples of thermal expansion, which is the change in size or volume of a given system as its temperature changes. The most visible example is the expansion of hot air. When air is heated, it expands and becomes less dense than the surrounding air, which then exerts an upward force on the hot air to, for example, make steam and smoke rise, and hot air balloons float. The same behavior happens in all liquids and gases,...
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Regional terms describe anatomy by dividing the body parts into different regions that contain structures involved in contributing similar functions. Using these terms helps increase the accurate description and identification of the particular region of interest or region affected by the disease.
Primarily, the human body has two major regions, the axial and appendicular regions. The axial region comprises regions from the head to the abdomen and makes up the central body axis. In contrast,...
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Anatomical Terminology01:20

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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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Masonry walls are subject to slight expansion and contraction due to variations in temperature and moisture. Thermal movement in masonry is relatively straightforward to measure and plan for. On the other hand, moisture movement poses more of a challenge. New clay masonry units typically absorb water and expand over time under normal environmental conditions. Conversely, new concrete masonry units tend to shrink as they lose the excess moisture acquired during their production process.
To...
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Directional Terms01:14

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Directional terms are essential for describing the relative locations of different body structures. For instance, an anatomist might describe one band of tissue as "inferior to" another, or a physician might describe a tumor as "superficial to" a deeper body structure. These terms often use comparative terms in pairs to trace out the relative locations of one body part to another or descriptions of body tissues like the deeper ones from superficially present with reference to...
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Radical Formation: Abstraction00:47

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The electron of an atom can be abstracted from a compound by a relatively unstable radical to generate a new radical of relatively greater stability. For example, an initiator which forms radicals by homolysis can abstract a suitable species like a hydrogen atom or a halogen atom from a compound to generate a new radical. This ability of radicals to propagate by abstraction is a crucial feature of radical chain reactions.
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相关实验视频

Updated: Sep 12, 2025

Author Spotlight: Universal Molecular Retention with 11-Fold Expansion Microscopy
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Author Spotlight: Universal Molecular Retention with 11-Fold Expansion Microscopy

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缩写扩展使用一个单词作为上下文.

Jude Crener Junior Pierre1, Gabriel Herman Bernardim Andrade1, Shaowen Peng1

  • 1Nara Institute of Science and Technology, Japan.

Studies in health technology and informatics
|August 8, 2025
PubMed
概括
此摘要是机器生成的。

本研究介绍了一种简单的几率比率 (OR) 方法,用于准确地扩展医学缩写,改善临床决策. 该方法为分析临床文本提供了一个可解释和精确的替代方案.

关键词:
医学缩写 医学缩写赔率的比率是几率的比率.词语意义 歧义清除 词语意义 歧义清除

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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.
  • 临床决策支持 临床决策支持

背景情况:

  • 医学缩写通常含糊不清,这对准确的临床解释和决策构成了挑战.
  • 需要自动化方法来解决大型医疗文本的缩写模两可.

研究的目的:

  • 开发和评估一种简单的词语含义解歧义 (WSD) 方法,用于扩展模两可的医学缩写.
  • 评估基于几率比率 (OR) 的方法与既有机器学习模型的性能.

主要方法:

  • 通过使用来自大型医疗库的周围词令牌的几率比率 (OR) 来构建一个知识词典.
  • 缩写扩展是通过从生成的字典中识别最有信息的单词来执行的.
  • 基于OR的方法是根据NCBI疾病库测试集的模两可的缩写进行评估的.

主要成果:

  • 基于OR的缩写分歧方法实现了0.82.8的准确性.
  • 性能接近于支持矢量机 (SVM) 的0.87和BERT模型的0.89.
  • 该方法证明了它的有效性,尽管其固有的简单性.

结论:

  • 提出的简单的基于几率比率 (OR) 的方法是医疗缩写明确性的有效和可解释的方法.
  • 这种技术显示出作为临床文本分析的精确替代品的潜力.
  • 进一步开发可以提高其在临床决策支持系统中的实用性.