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相关概念视频

Multi-species Conserved Sequences02:51

Multi-species Conserved Sequences

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Next-generation sequencing technologies have created large genomic databases of a variety of animals and plants. Ever since the human genome project was completed, scientists studied the genome of primates, mammals, and other phylogenetically distant living beings. Such large-scale  studies have provided new insights into the evolutionary relationship between organisms.
Although the genome of each species varies greatly from each other, a few sequences are highly conserved. Such conserved...
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Multi-input and Multi-variable systems01:22

Multi-input and Multi-variable systems

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Cruise control systems in cars are designed as multi-input systems to maintain a driver's desired speed while compensating for external disturbances such as changes in terrain. The block diagram for a cruise control system typically includes two main inputs: the desired speed set by the driver and any external disturbances, such as the incline of the road. By adjusting the engine throttle, the system maintains the vehicle's speed as close to the desired value as possible.
In the absence...
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Improving Translational Accuracy02:07

Improving Translational Accuracy

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Base complementarity between the three base pairs of mRNA codon and the tRNA anticodon is not a failsafe mechanism. Inaccuracies can range from a single mismatch to no correct base pairing at all. The free energy difference between the correct and nearly correct base pairs can be as small as 3 kcal/ mol. With complementarity being the only proofreading step, the estimated error frequency would be one wrong amino acid in every 100 amino acids incorporated. However, error frequencies observed in...
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Structural Classification of Joints01:20

Structural Classification of Joints

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Joints, also known as articulations, are classified based on their structural characteristics, i.e., based on whether the articulating surfaces of the adjacent bones are directly connected by fibrous connective tissue or cartilage, or whether the articulating surfaces contact each other within a fluid-filled joint cavity. These differences serve to divide the joints of the body into three structural classifications.
A fibrous joint is where the adjacent bones are united by fibrous connective...
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Multi-pass Transmembrane Proteins and β-barrels01:09

Multi-pass Transmembrane Proteins and β-barrels

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In multi-pass transmembrane proteins, the polypeptide chain crosses the membrane more than once. The transmembrane polypeptide chain either forms an α-helix or β-strand structure. α-Helix containing multi-pass transmembrane proteins are ubiquitous, whereas β-strand containing ones are mainly found in gram-negative bacteria, mitochondria, and chloroplasts.
α-Helix containing multi-pass transmembrane proteins
Multi-pass transmembrane proteins such as...
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Per-Unit Sequence Models01:26

Per-Unit Sequence Models

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An ideal Y-Y transformer, grounded through neutral impedances, displays per-unit sequence networks akin to those of a single-phase ideal transformer when subjected to balanced positive- or negative-sequence currents. These currents do not produce neutral currents, and their associated voltage drops.
Zero-sequence currents, which are identical in magnitude and phase, generate a neutral current, resulting in voltage drops across the neutral impedance and the low-voltage winding. If the...
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相关实验视频

Updated: Jul 11, 2025

Foreign Accent and Forensic Speaker Identification in Voice Lineups: The Influence of Acoustic Features Based on Prosody
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Foreign Accent and Forensic Speaker Identification in Voice Lineups: The Influence of Acoustic Features Based on Prosody

Published on: September 27, 2024

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多个术语基础的整合:使用层次结构结构的多视图对齐方法.

Peihong Hu1, Qi Ye1, Weiyan Zhang1

  • 1School of Information Science and Engineering, East China University of Science and Technology, Shanghai 200237, China.

Bioinformatics (Oxford, England)
|November 16, 2023
PubMed
概括

本研究引入了一种新的多视图对齐方法,通过考虑它们的等级结构来协调医疗术语. 该方法提高了识别重叠术语的准确性,提高了医疗信息获取.

科学领域:

  • 医疗信息学 医疗信息学
  • 计算语言学 计算语言学
  • 生物信息学是一种生物信息学.

背景情况:

  • 存在多个医学术语基础,导致多余的术语和阻碍信息获取.
  • 现有的方法与术语之间的语义和层次差异作斗争.
  • 协调医疗术语对于统一的框架和全面的数据访问至关重要.

研究的目的:

  • 开发一种用于调整异质医学术语的新方法.
  • 解决医疗术语中不同层次结构的挑战.
  • 改进跨不同医学知识库的重叠术语的识别.

主要方法:

  • 一种多视图对齐方法,包含术语层次结构.
  • 使用基于BERT的模型来捕捉递归层次关系.
  • 考虑互动信息,包括姓名,邻居和等级.

主要成果:

  • 拟议的方法在绘制医疗开放术语方面优于基线方法.
  • 在Hits@1和Hits@10指标中实现了2%的改进.
  • 在处理语义和结构异质性的证明有效性.

结论:

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  • 多视角对齐方法有效地通过利用等级结构来协调医疗术语.
  • 这种方法提高了术语映射的准确性,促进了医疗数据的更好的整合.
  • 这种方法为统一不同的医学知识库提供了一个有希望的解决方案.