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

Gross Anatomy of the Lungs01:17

Gross Anatomy of the Lungs

1.4K
The lungs are a pair of vital organs connected to the trachea via the left and right bronchi. The base of these organs meets the dome-shaped muscle known as the diaphragm. Encased by the pleurae, the lungs contact the mediastinum. The right lung is shorter yet wider, and has a larger volume than the left lung. The left lung has an indentation known as the cardiac notch. The superior region of the lungs is referred to as the apex, whereas the base is the lower region near the diaphragm. The...
1.4K
Classification of Illness01:17

Classification of Illness

7.1K
The meaning of illness is individualized to each person who experiences an alteration in health. In contrast, disease is a medical term indicating a pathological change in the structure and function of the body or mind. It is a condition that has specific symptoms and boundaries.
An illness is a response to a disease in which the person's level of functioning is changed compared with a previous level. The general classification of illness includes acute and chronic.
Acute illness is severe...
7.1K
Neural Control of Respiration01:18

Neural Control of Respiration

1.8K
The neural regulation of respiration is a meticulously coordinated process primarily controlled by the respiratory centers located within the brainstem. These centers, composed of specialized neurons, transmit nerve impulses that control the contraction and relaxation of our respiratory muscles.
Respiratory Centers in the Brainstem
Two primary areas comprise the respiratory center: the medullary respiratory center in the medulla oblongata and the pontine respiratory group in the pons. The...
1.8K
Asthma-II: Pathophysiology and Classification01:26

Asthma-II: Pathophysiology and Classification

2.6K
Asthma is a prevalent chronic respiratory condition marked by inflammation and hyperresponsiveness of the airways. Its pathophysiology involves complex interactions among inflammatory pathways, immune responses, and neural mechanisms.
Additionally, environmental and genetic factors play crucial roles in determining an individual's susceptibility to asthma and the severity of their condition.
Critical processes in asthma pathophysiology include:
2.6K

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

Uncertainty-aware deep kernel learning: An end-to-end approach for crack localization in turbine blades.

Scientific reports·2026
Same author

HybridViT for robust wheat leaf disease detection using CLAHE and attention-based feature fusion.

Scientific reports·2026
Same author

A Novel Hybrid CNN-ViT-Based Bi-Directional Cross-Guidance Fusion-Driven Breast Cancer Detection Model.

Life (Basel, Switzerland)·2026
Same author

Direct video-based spatiotemporal deep learning for cattle lameness detection.

Scientific reports·2025
Same author

QBrainNet: harnessing enhanced quantum intelligence for advanced brain stroke prediction from medical imaging.

Frontiers in medicine·2025
Same author

Artificial Intelligence-Powered Chronic Obstructive Pulmonary Disease Detection Techniques-A Review.

Diagnostics (Basel, Switzerland)·2025

相关实验视频

Updated: May 7, 2025

Machine Learning Algorithms for Early Detection of Bone Metastases in an Experimental Rat Model
07:15

Machine Learning Algorithms for Early Detection of Bone Metastases in an Experimental Rat Model

Published on: August 16, 2020

6.6K

集体学习驱动的科尔莫戈罗夫-阿诺德基于网络的肺癌分类

Abdul Rahaman Wahab Sait1, Eid AlBalawi2, Ramprasad Nagaraj3

  • 1Department of Archives and Communication, King Faisal University, Hofuf, Kingdom of Saudi Arabia.

PloS one
|December 31, 2024
PubMed
概括

这项研究提出了使用PET/CT扫描进行早期肺癌 (LC) 检测的新模型. 这种先进的模型达到99.0%的准确性,改善了诊断,并可能挽救生命.

更多相关视频

Author Spotlight: Advancing 3D Modeling for Enhanced Diagnosis and Treatment of Pulmonary Nodules in Early-Stage Lung Cancer
07:53

Author Spotlight: Advancing 3D Modeling for Enhanced Diagnosis and Treatment of Pulmonary Nodules in Early-Stage Lung Cancer

Published on: October 13, 2023

1.3K
Pathological Analysis of Lung Metastasis Following Lateral Tail-Vein Injection of Tumor Cells
08:54

Pathological Analysis of Lung Metastasis Following Lateral Tail-Vein Injection of Tumor Cells

Published on: May 20, 2020

8.7K

相关实验视频

Last Updated: May 7, 2025

Machine Learning Algorithms for Early Detection of Bone Metastases in an Experimental Rat Model
07:15

Machine Learning Algorithms for Early Detection of Bone Metastases in an Experimental Rat Model

Published on: August 16, 2020

6.6K
Author Spotlight: Advancing 3D Modeling for Enhanced Diagnosis and Treatment of Pulmonary Nodules in Early-Stage Lung Cancer
07:53

Author Spotlight: Advancing 3D Modeling for Enhanced Diagnosis and Treatment of Pulmonary Nodules in Early-Stage Lung Cancer

Published on: October 13, 2023

1.3K
Pathological Analysis of Lung Metastasis Following Lateral Tail-Vein Injection of Tumor Cells
08:54

Pathological Analysis of Lung Metastasis Following Lateral Tail-Vein Injection of Tumor Cells

Published on: May 20, 2020

8.7K

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:

  • 早期肺癌 (LC) 检测对于降低死亡率至关重要.
  • 传统的诊断方法在从医学成像中准确识别LC时面临挑战.
  • pozitron发射断层扫描/计算机断层扫描 (PET/CT) 为LC诊断提供了有价值的代谢和解剖数据.

研究的目的:

  • 使用增强的深度学习技术开发一个强大而准确的LC检测模型.
  • 为了利用PET/CT成像进行全面的LC特征提取和分类.
  • 提高临床实践中LC诊断的解释性和效率.

主要方法:

  • 改进的MobileNet V3和LeViT模型用于从PET/CT图像中提取特征.
  • 一种加权总和特征融合技术,结合了提取的特征.
  • 科尔莫戈罗夫-阿诺德网络 (KAN) 具有线条函数 (线性,立方,B线) 已被用于分类.
  • 在肺-PET-CT-DX数据集上的模型评估中,采用了软投票组合方法和五倍交叉验证.

主要成果:

  • 拟议的LC检测模型实现了99.0%的高精度.
  • 该模型显示了0.07的最小损失,表明了强的性能.
  • 分类过程需要有限的计算资源.

结论:

  • 开发的模型显示了使用PET/CT扫描进行准确和最佳的LC检测的巨大潜力.
  • 这些发现可以通过提供复杂和可解释的诊断结果来增强临床实践.
  • 未来的工作可以探索先进的功能融合技术,以进一步提高模型的功能.