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Intact DNA strands can be found in fossils, while scientists sometimes struggle to keep RNA intact under laboratory conditions. The structural variations between RNA and DNA underlie the differences in their stability and longevity. Because DNA is double-stranded, it is inherently more stable. The single-stranded structure of RNA is less stable but also more flexible and can form weak internal bonds. Additionally, most RNAs in the cell are relatively short, while DNA can be up to 250 million...
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In statistics, several tools are used to interpret the data. Measures of central tendency represent the characteristics of the data, such as mean, median, and mode. Additionally, measures of variance like standard deviation and range are used to find the spread of data from the mean. Relative standing measures the distance between data locations. Commonly used measures of relative standings are percentile, z score, and quartiles.
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Data are individual items of information obtained from a population or sample. Data may be classified as qualitative (categorical), quantitative continuous, or quantitative discrete. Because it is not practical to measure the entire population in a study, researchers use samples to represent the population. A random sample is a representative group from the population chosen by using a method that gives each individual in the population an equal chance of being included in the sample. Random...
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Protons and neutrons, collectively called nucleons, are packed together tightly in a nucleus. With a radius of about 10−15 meters, a nucleus is quite small compared to the radius of the entire atom, which is about 10−10 meters. Nuclei are extremely dense compared to bulk matter, averaging 1.8 × 1014 grams per cubic centimeter. If the earth’s density were equal to the average nuclear density, the earth’s radius would be only about 200 meters.
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放射学中的图像质量标准化:对文物,可变性和特征稳定性的系统审查.

Francesco Felicetti1, Francesco Lamonaca1,2, Domenico Luca Carnì1

  • 1Department of Computer Engineering, Modeling, Electronics and Systems Engineering, University of Calabria, Ponte P. Bucci, 87036 Rende, Italy.

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概括

图像质量评估 (IQA) 对可靠的放射学至关重要. 需要标准化的协议和新的指标来解决图像质量问题,例如噪音和影响放射性特征稳定的工件.

关键词:
文物 文物 文物特性提取 特性提取图像质量评估 图像质量评估测量测量测量测量的测量个性化医疗是个性化的医疗.无线电学 (radiomics) 是一种无线电学.标准化 标准化 标准化

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科学领域:

  • 放射学 放射学是一门学科.
  • 医疗成像医学成像
  • 数据科学数据科学数据科学

背景情况:

  • 放射学可以对医疗图像进行定量分析,以改善诊断.
  • 图像质量评估 (IQA) 对放射学的可靠性和可重复性至关重要.
  • 目前的IQA方法可能无法充分应对放射学特有的挑战.

研究的目的:

  • 探索计量学在放射学图像质量评估中的作用.
  • 确定影响放射性特征稳定的关键因素.
  • 为了强调在放射学中需要标准化IQA的需要.

主要方法:

  • 从PubMed,Scopus和IEEE Xplore (在2025年12月进行搜索) 搜索了约2万篇论文的系统文献评论.
  • 收录标准:放射性特征提取和图像质量对特征强度的影响.
  • 对105项的分析包括了各种成像模式的研究.

主要成果:

  • 噪音,运动,获取/重建参数和文物是特征不稳定的关键来源.
  • 在放射学研究中,IQA经常被忽视,尽管有报道称图像质量差的影响.
  • 现有的IQA指标可能不足以用于放射学应用.

结论:

  • 标准化的成像协议和强大的质量控制对于放射学来说至关重要.
  • 迫切需要专门为放射学设计的新型图像质量指标.
  • 改进的IQA将提高放射性分析的准确性和临床实用性.