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相关概念视频

Genomics02:02

Genomics

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Genomics is the science of genomes: it is the study of all the genetic material of an organism. In humans, the genome consists of information carried in 23 pairs of chromosomes in the nucleus, as well as mitochondrial DNA. In genomics, both coding and non-coding DNA is sequenced and analyzed. Genomics allows a better understanding of all living things, their evolution, and their diversity. It has a myriad of uses: for example, to build phylogenetic trees, to improve productivity and...
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Next-generation Sequencing03:00

Next-generation Sequencing

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The first human genome sequencing project cost $2.7 billion and was declared complete in 2003, after 15 years of international cooperation and collaboration between several research teams and funding agencies. Today, with the advent of next-generation sequencing technologies, the cost and time of sequencing a human genome have dropped over 100 fold.
Next-Generation Sequencing Methods
Although all next-generation methods use different technologies, they all share a set of standard features....
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相关实验视频

Updated: Jun 10, 2025

An Analytical Tool-box for Comprehensive Biochemical, Structural and Transcriptome Evaluation of Oral Biofilms Mediated by Mutans Streptococci
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基于图像的口腔科学多主题分析:最近的进展和前景.

Yizhuo Chen1, Pengxi Du1, Yinyin Zhang1

  • 1Department of Stomatology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China.

Journal of dentistry
|October 20, 2024
PubMed
概括

深度学习增强的多omics分析,包括放射学和病理学,改善了口腔疾病的诊断. 这种方法比传统方法提供了更多的代表性特征,帮助临床医生进行诊断和治疗.

关键词:
深度学习是一种深度学习.诊断 诊断 诊断 诊断 诊断图像成像是一种成像.俄米克斯 (Omics) 是一个电子游戏.病理学是一种病理学.无线电学 (Radiomics) 是一种无线电学.牙科 牙科是指牙科的专业.

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科学领域:

  • 口腔和牙面部医学是口腔和牙面部医学.
  • 牙科科学 牙科科学
  • 医学成像医学成像

背景情况:

  • 口腔疾病的诊断依赖于医学成像.
  • 深度学习可以从多omics数据中提取优越的特性.
  • 传统方法在特征提取方面存在局限性.

研究的目的:

  • 审查口腔科学中基于图像的多omics分析的应用和进展.
  • 突出提高传统口腔疾病诊断方法的潜力.
  • 讨论放射学,病理学和基于照片的奥米克分析.

主要方法:

  • 在PubMed,科学网络和谷歌学者系统的文献搜索.
  • 综合检查和总结基于图像的多态学方面的进展.
  • 专注于口腔和面医学应用.

主要成果:

  • 概括了基于图像的口腔科学多omics最近的进展.
  • 包括放射学,病理学和基于照片的电子学.
  • 确定挑战和未来的前景.

结论:

  • 基于图像的多omics分析显示了牙科的潜力.
  • 将omics与成像相结合,可以提高诊断的准确性和效率.
  • 帮助临床医生进行诊断,治疗,资源管理和知识传播.