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

Capturing Finer-grained Long-range Dependency for Dense Prediction in Medical Images: An Empirical Investigation of MLPs.

IEEE journal of biomedical and health informatics·2026
Same author

Cross-Compartment Multimodal Analyses Reveal Differences in IL2-STAT5 Signaling Associated With Asthma in Individuals From Diverse Backgrounds.

MedComm·2026
Same author

Hybrid-CMLP: Hybrid CNN-MLP Networks for Low-to-standard-dose PET Synthesis.

IEEE journal of biomedical and health informatics·2026
Same author

Predictive Biomarkers for Sustained Unresponsiveness Following Oral Immunotherapy.

Clinical and experimental allergy : journal of the British Society for Allergy and Clinical Immunology·2026
Same author

Dental Odontogenic Lesion CBCT and Histopathology Integrated Dataset for Benchmarking Deep Learning Algorithms.

Scientific data·2026
Same author

Effects of Simulated Precipitation Treatment on Denitrifying Microbial Communities in the Wayan Mountains.

Biology·2026
Same journal

Analysis of End-Tidal CO2 Variability During Plateau Waves Episodes: An Information Theoretic Approach<sup></sup>.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference·2025
Same journal

AI and Tomosynthesis for Breast Cancer Molecular Subtyping: A step toward precision medicine<sup></sup>.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference·2025
Same journal

Towards Sustainable Protein Recovery from Biological Waste: Assessing Polyethersulfone-based Microfiltration.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference·2025
Same journal

Analysis of the cardiovascular response to standardized polymicrobial peritonitis experimental model.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference·2025
Same journal

Automated Wrist Ultrasound Image Bone Enhancement and Segmentation Using Deep Learning.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference·2025
Same journal

A Deep Learning approach for Depressive Symptoms assessment in Parkinson's disease patients using facial videos.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference·2025
查看所有相关文章

相关实验视频

Updated: Jul 8, 2025

Human Fetal Blood Flow Quantification with Magnetic Resonance Imaging and Motion Compensation
06:56

Human Fetal Blood Flow Quantification with Magnetic Resonance Imaging and Motion Compensation

Published on: January 7, 2021

2.5K

一个深度学习启用自动胎儿乳头直径测量算法.

Shijia Zhou, Pradeeba Sridar, Narelle June Kennedy

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
    |December 12, 2023
    PubMed
    概括
    此摘要是机器生成的。

    准确测量胎儿胸膜直径 (FTD) 对于了解影响胎儿大脑发育的母亲因素至关重要. 一个新的深度学习算法,FTDNet,自动化了这一测量,超过了传统方法.

    更多相关视频

    Measuring Connectivity in the Primary Visual Pathway in Human Albinism Using Diffusion Tensor Imaging and Tractography
    13:26

    Measuring Connectivity in the Primary Visual Pathway in Human Albinism Using Diffusion Tensor Imaging and Tractography

    Published on: August 11, 2016

    12.3K
    Fetal Mouse Cardiovascular Imaging Using a High-frequency Ultrasound 30/45MHZ System
    07:34

    Fetal Mouse Cardiovascular Imaging Using a High-frequency Ultrasound 30/45MHZ System

    Published on: May 5, 2018

    11.6K

    相关实验视频

    Last Updated: Jul 8, 2025

    Human Fetal Blood Flow Quantification with Magnetic Resonance Imaging and Motion Compensation
    06:56

    Human Fetal Blood Flow Quantification with Magnetic Resonance Imaging and Motion Compensation

    Published on: January 7, 2021

    2.5K
    Measuring Connectivity in the Primary Visual Pathway in Human Albinism Using Diffusion Tensor Imaging and Tractography
    13:26

    Measuring Connectivity in the Primary Visual Pathway in Human Albinism Using Diffusion Tensor Imaging and Tractography

    Published on: August 11, 2016

    12.3K
    Fetal Mouse Cardiovascular Imaging Using a High-frequency Ultrasound 30/45MHZ System
    07:34

    Fetal Mouse Cardiovascular Imaging Using a High-frequency Ultrasound 30/45MHZ System

    Published on: May 5, 2018

    11.6K

    科学领域:

    • 神经成像是一种神经成像.
    • 发展生物学 发展生物学
    • 医疗人工智能 医疗人工智能

    背景情况:

    • 影响胎儿乳头发育的孕产妇因素需要精确的胎儿乳头直径 (FTD) 测量.
    • 常规的2D超声波 (2D-US) 不能测量FTD,手动测量很困难,因为胎儿大脑图像中的丘脑边界模糊.
    • 现有的统计形状模型 (SSM) 方法因图像噪声和模糊边缘而与FTD测量准确性扎.

    研究的目的:

    • 开发和验证基于深度学习的算法FTDNet,用于自动测量2D-US图像中的FTD.
    • 克服手动和基于SSM的传统FTD测量方法的局限性.

    主要方法:

    • 开发了一种新的深度学习算法FTDNet,用于使用监督学习进行端到端的乳腺体检测和FTD地标识别.
    • 使用了一个精心策划的数据集,包括1111张胎儿丘脑图像,以及专家注释的地标坐标和边界框.
    • 使用类内相关系数 (ICC) 来评估FTDNet与地面真相的测量一致性.

    主要成果:

    • 在测量FTD时,FTDNet获得了0.734的显著的类内相关系数 (ICC) 得分.
    • 拟议的FTDNet算法与传统的SSM方法和其他基线方法相比,表现优越.
    • 该算法成功检测了丘脑区域,并专注于地标检测,以准确测量FTD.

    结论:

    • FTDNet提供了一种准确和自动化的FTD测量方法,大大推进了对母亲对胎儿大脑发育的影响的研究.
    • 这种深度学习方法为研究胎儿丘脑发育及其与母亲因素的关系提供了潜在的突破.
    • 开发的算法在改善通过超声波成像评估胎儿大脑发育方面具有临床意义.