Search research articles

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 Journal Methods Collections JoVE Encyclopedia of Experiments 存档

教育

JoVE Core JoVE Business JoVE Science Education JoVE Lab Manual 教师资源中心教师网站

使用条款与条件

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

Psychological responses and cognitive mechanisms of university teachers in using generative AI in teaching: a configurational path analysis based on the MOA framework.

Frontiers in psychology·2026

Same author

Curcumin-loaded Pickering emulsion enhanced the sustained-release performance for chitosan coating and improved the postharvest quality of plum fruits (Prunus salicina).

Food chemistry·2026

Same author

The clinical significance of serum complement fibroblast growth factor 21 in patients with rheumatoid arthritis.

BMC immunology·2026

Same author

Risk factors and predictive model for futile recanalization after mechanical thrombectomy in patients with acute ischemic stroke: A multicenter retrospective study.

The Journal of international medical research·2026

Same author

Integrative multi-omics analysis identifies SNRPE as a key driver gene in uterine corpus endometrial carcinoma: promoting tumor progression, and mediating immune evasion.

Frontiers in immunology·2026

Same author

Dietary tryptophan supplementation prevents sepsis by enhancing macrophage bacterial defense through GPR37 activation.

Chinese medical journal·2026

Same journal

An improved catch fish optimization based deep learning model for Parkinson disease classification using EEG signal.

Computers in biology and medicine·2026

Same journal

Assessing the robustness of evaluation metrics for synthetic ECG signal quality.

Computers in biology and medicine·2026

Same journal

Integrating stemness and epithelial-mesenchymal transition signatures with machine learning identifies RUNX1 as a therapeutic vulnerability in colorectal cancer.

Computers in biology and medicine·2026

Same journal

Differential regional textural attributes of tongue in normal and acidity patients in the light of traditional Chinese medicine.

Computers in biology and medicine·2026

Same journal

SC-MSDNet: Spatial-consistent multi-view self-distillation for retinal OCT classification.

Computers in biology and medicine·2026

Same journal

Blind source separation of nonlinearly mixed plant leaf electrical signals using polynomial-mapped FastICA.

Computers in biology and medicine·2026

查看所有相关文章

Search research articles

相关实验视频

Updated: Sep 9, 2025

Application of Deep Learning-Based Medical Image Segmentation via Orbital Computed Tomography

Application of Deep Learning-Based Medical Image Segmentation via Orbital Computed Tomography

Published on: November 30, 2022

基于深度学习的CT分析可解释的自动窗口设置

Yiqin Zhang¹, Meiling Chen¹, Zhengjie Zhang²

¹University of Shanghai for Science and Technology, Shanghai, China.

Computers in biology and medicine

|August 31, 2025

概括

此摘要是机器生成的。

这项研究引入了使用Tanh激活模块的自动计算机断层扫描 (CT) 窗口设置方法. 这项创新通过消除手动调整和提高细分精度来简化AI在医学成像中的部署.

关键词:

计算机断层扫描深度学习医疗基础模型医学图像分析多窗口处理

更多相关视频

Author Spotlight: Enhanced Quantification of Cardiovascular Calcification Progression for Longitudinal Micro PET/CT Studies in Small Research Animals

Author Spotlight: Enhanced Quantification of Cardiovascular Calcification Progression for Longitudinal Micro PET/CT Studies in Small Research Animals

Published on: November 15, 2024

Automated Midline Shift and Intracranial Pressure Estimation based on Brain CT Images

Automated Midline Shift and Intracranial Pressure Estimation based on Brain CT Images

Published on: April 13, 2013

相关实验视频

Last Updated: Sep 9, 2025

Application of Deep Learning-Based Medical Image Segmentation via Orbital Computed Tomography

Application of Deep Learning-Based Medical Image Segmentation via Orbital Computed Tomography

Published on: November 30, 2022

Author Spotlight: Enhanced Quantification of Cardiovascular Calcification Progression for Longitudinal Micro PET/CT Studies in Small Research Animals

Author Spotlight: Enhanced Quantification of Cardiovascular Calcification Progression for Longitudinal Micro PET/CT Studies in Small Research Animals

Published on: November 15, 2024

Automated Midline Shift and Intracranial Pressure Estimation based on Brain CT Images

Automated Midline Shift and Intracranial Pressure Estimation based on Brain CT Images

Published on: April 13, 2013

科学领域:

医学成像
人工智能
计算机视觉

背景情况:

计算机断层扫描 (CT) 窗口设置对于图像分析至关重要.
现有的方法缺乏自动化CT窗口设置的域不变和可解释的方法.

研究的目的:

开发用于神经网络中自动CT窗口设置的插电模块.
在没有手动CT窗口配置的情况下部署医学成像AI.

主要方法:

由Tanh激活函数衍生的新型模块被提出.
该模块与现有的医疗成像神经网络骨干无集成.
一个域不变的设计允许直观地观察适应机制的偏好.

主要成果:

该方法在多个开源数据集上得到验证,显示了细分的显著改进.
在具有挑战性的细分任务中实现了54%127%+子,14%32%+回忆和94%200%+精度.
在NVIDIA NGC环境中展示了人工智能医疗成像任务的有效部署.

结论:

拟议的方法自动化CT窗口设置用于医学成像AI的下游任务.
这降低了部署成本,并促进了主流医学成像神经网络的发展.