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

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

Fenugreek gum/casein edible gel film based on polycarboxylic acid cross-linking: Performance characterization, cross-linking mechanism and application.

Food chemistry·2026
Same author

Pregnancy-induced hypertension are preceded by prenatal perturbations of the gut microbiome and metabolome.

Cellular and molecular life sciences : CMLS·2026
Same author

Mutation elevation and functional alterations in Escherichia coli are pertinent to the onset of gestational diabetes mellitus.

Cell reports·2026
Same author

Emergence of bla<sub>NDM</sub>-carrying Escherichia coli ST167 isolate in rural communities in western Shandong Province, China.

International journal of infectious diseases : IJID : official publication of the International Society for Infectious Diseases·2026
Same author

Epidemiological and genomic characteristics of <i>Ralstonia mannitolilytica</i> isolated from bloodstream in Liaocheng City, Shandong Province, China.

Microbiology spectrum·2025
Same author

Risk factors and adverse pregnancy outcomes associated with large for gestational age infants in pregnant women with type 2 diabetes mellitus.

BMC pregnancy and childbirth·2025
Same journal

Correction: A method for supervoxel-wise association studies of age and other non-imaging variables from coronary computed tomography angiograms.

Scientific reports·2026
Same journal

Poly(bromophenol blue)/CoSn(OH)<sub>6</sub> cubic particles modified pencil graphite electrode for electrochemical determination of diphenhydramine.

Scientific reports·2026
Same journal

Dietary Chlorella, Spirulina, and acidifier modulate jejunal cytokine-related gene expression in broiler chickens.

Scientific reports·2026
Same journal

Perceived physical activity barriers in university students: associations with fatigue and eating behaviours.

Scientific reports·2026
Same journal

Refuge limitation structures habitat use in agricultural landscapes: evidence from Sunda pangolins.

Scientific reports·2026
Same journal

Lightweight stateless transaction verification with outsourced witness updates for UTXO blockchains.

Scientific reports·2026
查看所有相关文章

相关实验视频

Updated: Jun 10, 2025

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
04:23

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images

Published on: April 21, 2023

1.8K

一个新的嵌入式内核CNN-PCFF算法用于乳腺癌病理图像分类.

Wenbo Liu1,2, Shengnan Liang3,4, Xiwen Qin5

  • 1School of Mathematics and Statistics, Qiannan Normal University for Nationalities, Duyun, 558000, Guizhou, China.

Scientific reports
|October 10, 2024
PubMed
概括
此摘要是机器生成的。

这项研究引入了一种用于乳腺癌病理图像分类的新算法. CNN-PCFF方法有效地减少了高维特征,提高了诊断准确度,并帮助早期发现乳腺癌.

关键词:
乳腺癌的图像 乳腺癌的图像深度学习是一种深度学习.嵌入式内核方法嵌入式内核方法功能融合的特点是:核心功能构建的核心功能构建.核心的主要组件.

更多相关视频

Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma
04:09

Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma

Published on: October 10, 2018

8.2K
Detection of Architectural Distortion in Prior Mammograms via Analysis of Oriented Patterns
13:44

Detection of Architectural Distortion in Prior Mammograms via Analysis of Oriented Patterns

Published on: August 30, 2013

42.8K

相关实验视频

Last Updated: Jun 10, 2025

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
04:23

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images

Published on: April 21, 2023

1.8K
Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma
04:09

Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma

Published on: October 10, 2018

8.2K
Detection of Architectural Distortion in Prior Mammograms via Analysis of Oriented Patterns
13:44

Detection of Architectural Distortion in Prior Mammograms via Analysis of Oriented Patterns

Published on: August 30, 2013

42.8K

科学领域:

  • 医疗成像医学成像
  • 人工智能的人工智能
  • 在瘤学瘤学.

背景情况:

  • 通过图像识别进行早期乳腺癌查,显著提高了患者的生存率.
  • 乳腺癌病理图像对于医学诊断和临床研究至关重要.
  • 深度学习,特别是卷积神经网络 (CNN),被广泛用于乳腺癌图像分类.

研究的目的:

  • 为解决基于CNN的乳腺癌图像分类中的高维度和计算复杂性问题.
  • 为有效的特征融合和维度减少提出一种新的算法.
  • 为了提高CNN架构和随后的分类器在乳腺癌病理图像分析中的性能.

主要方法:

  • 开发了一个新的嵌入式内核CNN主要组件特征融合 (CNN-PCFF) 算法.
  • 内核功能被嵌入到主要组件分析中,以创建多个内核的主要组件.
  • 多核主要组件分析将高维CNN特征融合到代表性的核心主要组件中,以减少维度.

主要成果:

  • 拟议的CNN-PCFF算法有效地减少了特征维度,同时保留了重要的信息.
  • 对公共数据集的实验分析表明,主流CNN架构和分类器的性能有所改善.
  • 该算法被证明是乳腺癌病理图像分类的有效工具.

结论:

  • 在乳腺癌图像分析中,CNN-PCFF算法为减小维度提供了有效的解决方案.
  • 这种方法提高了深度学习模型的性能,提高了诊断准确度.
  • 拟议的方法有助于推进早期乳腺癌检测和临床研究.