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

Mouse Models of Cancer Study02:43

Mouse Models of Cancer Study

Mice have long served as models for studying human biology and pathology because of their phylogenetic and physiological similarity with humans. They are also easy to maintain and breed in the laboratory, and hence, many inbred strains are now available for research. Studies on mice have contributed immeasurably to our understanding of cancer biology.
The development of transgenic, knockout, and knock-in mice has led to an exponential increase in their use as model organisms in research,...
Mouse Models of Cancer Study02:43

Mouse Models of Cancer Study

Mice have long served as models for studying human biology and pathology because of their phylogenetic and physiological similarity with humans. They are also easy to maintain and breed in the laboratory, and hence, many inbred strains are now available for research. Studies on mice have contributed immeasurably to our understanding of cancer biology.
The development of transgenic, knockout, and knock-in mice has led to an exponential increase in their use as model organisms in research,...

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

Veratramine alleviates asthmatic airway remodelling via the PKM2/CREB1 lactylation/SMAD7 axis.

Phytomedicine : international journal of phytotherapy and phytopharmacology·2026
Same author

Immune - cell death index in hepatocellular carcinoma: a multi-omics and machine learning study for prognosis and immunotherapy prediction.

Frontiers in immunology·2026
Same author

Research progress and applications of functional hydrogels in nasal wound healing.

Journal of biological engineering·2026
Same author

PCK2-Mediated PQBP1 Lactylation Promotes Asthmatic Inflammation through PRMT5 Inhibition.

Research (Washington, D.C.)·2026
Same author

Clinical characteristics of <i>Pneumocystis jirovecii</i> pneumonia in non-HIV patients: a retrospective study.

Frontiers in cellular and infection microbiology·2026
Same author

A Thr/Ser-centered phosphate-binding triad of phosphate-binding protein SphX from Synechocystis.

Communications biology·2026

相关实验视频

Updated: Jun 8, 2026

Establishment of Gastric Cancer Patient-derived Xenograft Models and Primary Cell Lines
08:42

Establishment of Gastric Cancer Patient-derived Xenograft Models and Primary Cell Lines

Published on: July 19, 2019

10.7K

细分任何东西 胃癌的模型

Lanlan Li1, Chongyang Wang1, Yi Geng1

  • 1College of Physics and Information Engineering, Fuzhou University, Fuzhou, China.

Cancer medicine
|September 24, 2025
PubMed
概括

一种新的轻量级人工智能模型GC-SAM有效地对胃癌瘤进行细分. 这种模型显著提高了准确性,并减少了计算需求,使其适用于医疗设备.

关键词:
萨姆·萨姆·萨姆·萨姆是什么意思精细调整的调整.胃癌 胃癌 是一种胃癌.图像分割 图像细分 图像细分知识的蒸知识的蒸.

更多相关视频

Author Spotlight: Advancing Early Detection and Treatment of Gastrointestinal Tumors
03:05

Author Spotlight: Advancing Early Detection and Treatment of Gastrointestinal Tumors

Published on: February 16, 2024

1.5K
Robotics in Surgery: A Modular Robotic Platform Driven Gastric Wedge Resection
07:27

Robotics in Surgery: A Modular Robotic Platform Driven Gastric Wedge Resection

Published on: February 7, 2025

978

相关实验视频

Last Updated: Jun 8, 2026

Establishment of Gastric Cancer Patient-derived Xenograft Models and Primary Cell Lines
08:42

Establishment of Gastric Cancer Patient-derived Xenograft Models and Primary Cell Lines

Published on: July 19, 2019

10.7K
Author Spotlight: Advancing Early Detection and Treatment of Gastrointestinal Tumors
03:05

Author Spotlight: Advancing Early Detection and Treatment of Gastrointestinal Tumors

Published on: February 16, 2024

1.5K
Robotics in Surgery: A Modular Robotic Platform Driven Gastric Wedge Resection
07:27

Robotics in Surgery: A Modular Robotic Platform Driven Gastric Wedge Resection

Published on: February 7, 2025

978

科学领域:

  • 在瘤学中使用人工智能
  • 医学图像分析 医学图像分析
  • 计算病理学计算病理学

背景情况:

  • 胃癌是全球癌症死亡的主要原因之一.
  • 准确的病变定位对于及时诊断和治疗至关重要.
  • 现有的人工智能细分模型,如细分任何模型 (SAM),显示出有希望的结果,但对于临床使用而言资源密集型.

研究的目的:

  • 开发一个轻量级和高效的AI模型用于胃癌细分.
  • 解决嵌入式医疗环境中资源密集型模型的局限性.
  • 提高胃癌诊断和治疗规划的准确性和速度.

主要方法:

  • 提出GC-SAM,一种用于瘤细分的新型轻量级架构.
  • 包含一个知识蒸图像编码器,提示编码器和面具解码器.
  • 用高效的替代品取代传统的,计算要求很高的网络组件.

主要成果:

  • GC-SAM显著超过了经典和最先进的细分模型.
  • 在内部测试组中获得0.8186的子得分和0.6504的mIoU.
  • 与SAM相比,推断时间和参数数量减少了80%以上,对外部数据集进行了强大的概括 (Dice 0.8350).

结论:

  • GC-SAM在细分胃癌组织方面表现出高的能力.
  • 该模型的轻量级性质显示了在嵌入式医学成像设备中部署的实际潜力.
  • GC-SAM为胃癌分析提供了一种高效准确的解决方案.