Jove
Visualize
联系我们
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关概念视频

Cellular Differentiation00:57

Cellular Differentiation

5.1K
How does a complex organism such as a human develop from a single cell? It all starts from a single fertilized egg which gives rise to a vast array of cell types, such as nerve cells, muscle cells, and epithelial cells that characterize the adult? Throughout development and adulthood, cellular differentiation leads cells to assume their final morphology and physiology. Differentiation is the process by which unspecialized cells become specialized to carry out distinct functions.
A zygote is a...
5.1K
iPS Cell Differentiation01:22

iPS Cell Differentiation

3.0K
The ability of induced pluripotent stem cells or iPSCs to differentiate into most body cell types has stimulated repair and regenerative medicine research over the past few decades. iPSC-derived blood cells, hepatocytes, beta islet cells, cardiomyocytes, neurons, and other cell types can repair injuries or regenerate damaged tissue in diseases such as diabetes and neurodegenerative disorders.
3.0K
Labeling Emotion01:20

Labeling Emotion

604
Emotional labeling is a cognitive process that involves identifying and naming one's emotions, such as anger, fear, happiness, or sadness. It allows individuals to recognize and express their internal emotional states, a critical aspect of emotional regulation and communication. Labeling emotions requires more than mere recognition; it also involves drawing upon memory and contextual cues to understand the current situation and apply a corresponding emotional label. For instance, feeling...
604
Multipotency and Niche of Bulge Stem Cell01:06

Multipotency and Niche of Bulge Stem Cell

4.2K
A hair follicle or HF is a small part of the skin that produces the hair shaft. Paul Gerson Unna was the first to observe a bulge in the human hair follicle's outer root sheath (ORS). The bulge is present between the sebaceous gland and the arrector pili muscle and is the niche for hair follicle stem cells (HFSCs). The bulge is also a niche for melanocyte stem cells, and their loss results in graying of hair. The HFSCs express Sox9 and Lhx2, which help them maintain stemness and prevent...
4.2K
Differentiation of Common Myeloid Progenitor Cells01:15

Differentiation of Common Myeloid Progenitor Cells

3.9K
Common myeloid progenitors (CMPs) are oligopotent cells that can differentiate into granulocytes and macrophages. Granulocytes and macrophages are essential for protecting the body against bacterial, viral, or fungal infections. They migrate from the bone marrow into the circulating blood to reach specific tissue sites where they differentiate and help in immune surveillance. However, they survive only for a few days and must be continuously made available to the organism to maintain a robust...
3.9K
Classification of Leukocytes01:30

Classification of Leukocytes

5.0K
Leukocytes are classified into two groups based on the presence or absence of cytoplasmic granules. Granular leukocytes, which contain granules, belong to the myeloid lineage and are divided into three subtypes: neutrophils, eosinophils, and basophils. These cells are roughly spherical and characterized by the granules in their cytoplasm.
Neutrophils are the most abundant type of granular leukocytes, comprising 50-70% of all leukocytes. They feature small, evenly distributed granules and a...
5.0K

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

A Sparse Super-Resolution Imaging Approach for Array Scanning Radar in High-Resolution Ground Mapping.

Sensors (Basel, Switzerland)·2026
Same author

The influence of adolescents' perceived task value in sport on exercise adherence: the chain mediating roles of general self-efficacy and action planning.

Frontiers in psychology·2026
Same author

Feasibility of Ultra-Dilute Iodine Contrast Agent in Dual-Layer Spectral CT for Pulmonary Artery Imaging

Current medical imaging·2026
Same author

Individuals with unilateral chronic ankle instability exhibit deficits in bilateral postural control, muscle strength and proprioception.

Sports biomechanics·2026
Same author

Morphological and molecular data reveal one new species of <i>Coltricia</i> and one new species of <i>Sidera</i> in Hymenochaetales from South China.

MycoKeys·2026
Same author

Research progress on the effects of sedentary behavior and physical activity on diabetes mellitus.

Sheng li xue bao : [Acta physiologica Sinica]·2025

相关实验视频

Updated: Jan 18, 2026

Author Spotlight: Enhancing PSC-to-Functional Cell Differentiation Using ML Models Based on Live-Cell Bright-Field Imaging
11:38

Author Spotlight: Enhancing PSC-to-Functional Cell Differentiation Using ML Models Based on Live-Cell Bright-Field Imaging

Published on: October 4, 2024

1.1K

细胞生成与标签进化扩散和班级面具自我注意力.

Wen Jing1, Zixiang Jin1, Yi Zhang1

  • 1School of Computer Science and Engineering, Tianjin University of Technology, Tianjin, 300384, Tianjin, China.

International journal of computer assisted radiology and surgery
|June 6, 2025
PubMed
概括
此摘要是机器生成的。

这项研究引入了一种新的扩散模型,用于生成多样化和现实的细胞形态图像,克服当前方法的局限性. 先进的模型显著提高了图像质量和多样性在他的病理成像.

关键词:
扩散模型的扩散模型.标签的演变 标签的演变面具自我注意力 面具自我注意力

更多相关视频

Generation and Labeling of Murine Bone Marrow-derived Dendritic Cells with Qdot Nanocrystals for Tracking Studies
07:34

Generation and Labeling of Murine Bone Marrow-derived Dendritic Cells with Qdot Nanocrystals for Tracking Studies

Published on: June 2, 2011

25.3K
A Method for Lineage Tracing of Corneal Cells Using Multi-color Fluorescent Reporter Mice
07:48

A Method for Lineage Tracing of Corneal Cells Using Multi-color Fluorescent Reporter Mice

Published on: December 18, 2015

18.0K

相关实验视频

Last Updated: Jan 18, 2026

Author Spotlight: Enhancing PSC-to-Functional Cell Differentiation Using ML Models Based on Live-Cell Bright-Field Imaging
11:38

Author Spotlight: Enhancing PSC-to-Functional Cell Differentiation Using ML Models Based on Live-Cell Bright-Field Imaging

Published on: October 4, 2024

1.1K
Generation and Labeling of Murine Bone Marrow-derived Dendritic Cells with Qdot Nanocrystals for Tracking Studies
07:34

Generation and Labeling of Murine Bone Marrow-derived Dendritic Cells with Qdot Nanocrystals for Tracking Studies

Published on: June 2, 2011

25.3K
A Method for Lineage Tracing of Corneal Cells Using Multi-color Fluorescent Reporter Mice
07:48

A Method for Lineage Tracing of Corneal Cells Using Multi-color Fluorescent Reporter Mice

Published on: December 18, 2015

18.0K

科学领域:

  • 计算生物学 计算生物学
  • 医疗成像医学成像
  • 人工智能的人工智能

背景情况:

  • 组织病理学图像采集具有挑战性,导致生成的细胞形态的多样性有限.
  • 现有的方法难以捕捉细胞形状变异的全谱.

研究的目的:

  • 开发一种新的扩散生成模型,用于创建多样化和详细的细胞形态图像.
  • 为了解决当前细胞形态生成技术缺乏多样性的问题.

主要方法:

  • 提出了细胞形态学的第一个基于点扩散的生成模型.
  • 包含一个类面具自我注意模块来控制生成的细胞类型.
  • 利用渐进的信息更新来增强图像生成过程中的现实性和多样性.

主要成果:

  • 与现有方法相比,在Lizard公共数据集上实现了更高的性能.
  • 在NASDM网络上,Fréchet Inception Distance (FID) 的提升率为43.17%,Inception Score (IS) 的提升率为46.24%.
  • 成功生成多样化和高质量的细胞形态图像.

结论:

  • 拟议的扩散模型,整合点扩散和类面具自我注意力,是一种开创性的方法.
  • 该模型有效地生成多样化的数据集,同时保持高图像质量.
  • 实验结果证实了该模型在细胞形态生成方面的出色表现.