Jove
Visualize
联系我们

相关概念视频

COPD: Management Using Bronchodilators and Corticosteroids01:26

COPD: Management Using Bronchodilators and Corticosteroids

722
Chronic obstructive pulmonary isease (COPD) involves a group of progressive lung disorders characterized by persistent airflow limitation and chronic respiratory symptoms. Asthma-COPD Overlap Syndrome (ACOS), encompassing features of both asthma and Chronic obstructive pulmonary disease (COPD), is a group of progressive lung disorders that includes chronic bronchitis, emphysema, and refractory (non-reversible) asthma. ACOS leads to complex clinical presentations that combine the inflammatory...
722
Chronic Obstructive Pulmonary Disease-V: Management01:29

Chronic Obstructive Pulmonary Disease-V: Management

3.1K
Managing Chronic Obstructive Pulmonary Disease (COPD) involves a multifaceted approach to reduce symptoms, prevent exacerbations, improve overall health status, and slow disease progression. Key strategies include lifestyle modifications, pharmacotherapy, supportive therapies, and, in some cases, surgery. Here is an overview of the primary COPD management strategies:
Smoking Cessation
3.1K
COPD: Pathogenesis and Clinical Features01:20

COPD: Pathogenesis and Clinical Features

1.8K
Chronic obstructive pulmonary disease (COPD) is a group of lung conditions that progressively worsen over time, including chronic bronchitis and emphysema. This cluster of diseases collectively leads to a gradual and irreversible decline in lung function over time.
The primary cause for the onset of COPD is cigarette smoking and exposure to air pollution. These hazardous factors initiate a chain reaction within the lungs, resulting in chronic inflammation, damage to the airways, and a...
1.8K
Chronic Obstructive Pulmonary Disease-II: Pathophysiology01:20

Chronic Obstructive Pulmonary Disease-II: Pathophysiology

4.2K
Chronic Obstructive Pulmonary Disease (COPD) pathophysiology is intricate and multifaceted, involving a complex interplay of physiological processes. Understanding these mechanisms is crucial for effectively managing and treating COPD. Here is an in-depth look at the critical elements in the pathophysiology of COPD:
Chronic Inflammation
4.2K
Chronic Obstructive Pulmonary Disease-I: Introduction01:20

Chronic Obstructive Pulmonary Disease-I: Introduction

3.6K
Chronic Obstructive Pulmonary Disease (COPD) is a long-lasting respiratory condition requiring continuous attention and care. It is a progressive lung disease that leads to breathing challenges due to airflow obstruction. It manifests as persistent respiratory symptoms and restricted airflow resulting from abnormalities in the airways and alveoli, usually due to long-term exposure to harmful particles or gases. COPD mainly consists of two primary conditions: emphysema and chronic bronchitis.
3.6K
Chronic Obstructive Pulmonary Disease-V: Nursing Management01:30

Chronic Obstructive Pulmonary Disease-V: Nursing Management

5.0K
Nursing management of Chronic Obstructive Pulmonary Disease (COPD) is crucial for providing thorough care and support to patients. Nurses play an integral role in this process through detailed assessment, careful planning, targeted interventions, and ongoing evaluation. Here's an overview of the critical steps in nursing management for COPD.
Assessment
5.0K

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

A novel approach to reliable and flexible distributed computing with virtualization in smart healthcare applications.

Scientific reports·2026
Same author

The RNA-binding protein Quaking is essential for cardiac homeostasis and function by regulating Morf4l2 splicing.

Journal of molecular and cellular cardiology·2025
Same author

Learning optimal image representations through noise injection for fine-grained search.

Scientific reports·2025
Same author

Rationally Designed G-Quadruplex Selective "Turn-On" NIR Fluorescent Probe with Large Stokes Shift for Nucleic Acid Research-Based Applications.

ACS applied bio materials·2024
Same author

Correction: Targeting CERS6-AS1/FGFR1 axis as synthetic vulnerability to constrain stromal cells supported proliferation in Mantle cell lymphoma.

Leukemia·2024
Same author

Targeting CERS6-AS1/FGFR1 axis as synthetic vulnerability to constrain stromal cells supported proliferation in Mantle cell lymphoma.

Leukemia·2024
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

相关实验视频

Updated: Jan 14, 2026

Machine Learning-Based Cough Tone Classification: Diagnostic Exploration of Chronic Obstructive Pulmonary Disease and Respiratory Tract Infections
06:22

Machine Learning-Based Cough Tone Classification: Diagnostic Exploration of Chronic Obstructive Pulmonary Disease and Respiratory Tract Infections

Published on: September 19, 2025

428

在使用机器学习的网络物理系统中用于COPD管理的新框架.

Navneet Kumar Rajpoot1, Prabh Deep Singh2, Bhaskar Pant3

  • 1Department of Computer Science and Engineering, Graphic Era (Deemed to be University), Dehradun, Uttarakhand, India. navneetrajpootgeu@gmail.com.

Scientific reports
|October 21, 2025
PubMed
概括

这项研究引入了一种新的网络物理系统框架,用于实时预测慢性阻塞性肺病 (COPD) 恶化情况,使用多种数据源和机器学习进行早期检测和改善患者护理.

关键词:
网络物理系统 网络物理系统数据预处理数据的预处理.延迟延迟延迟的时间早期预测预测的早期预测预测 预测 预测 预测智能医疗保健是一个智能医疗保健.

更多相关视频

Generation of a Chronic Obstructive Pulmonary Disease Model in Mice by Repeated Ozone Exposure
08:17

Generation of a Chronic Obstructive Pulmonary Disease Model in Mice by Repeated Ozone Exposure

Published on: August 25, 2017

11.4K

相关实验视频

Last Updated: Jan 14, 2026

Machine Learning-Based Cough Tone Classification: Diagnostic Exploration of Chronic Obstructive Pulmonary Disease and Respiratory Tract Infections
06:22

Machine Learning-Based Cough Tone Classification: Diagnostic Exploration of Chronic Obstructive Pulmonary Disease and Respiratory Tract Infections

Published on: September 19, 2025

428
Generation of a Chronic Obstructive Pulmonary Disease Model in Mice by Repeated Ozone Exposure
08:17

Generation of a Chronic Obstructive Pulmonary Disease Model in Mice by Repeated Ozone Exposure

Published on: August 25, 2017

11.4K

科学领域:

  • 计算机科学与工程 计算机科学与工程
  • 医疗信息学 医疗信息学
  • 医疗保健中的人工智能

背景情况:

  • 慢性阻塞性肺病 (COPD) 恶化由于其不可预测性和严重的患者影响,给医疗保健带来了重大挑战.
  • 现有的COPD预测模型往往缺乏实时功能,无法整合多源数据进行准确的预测.

研究的目的:

  • 开发和验证一个网络物理系统 (CPS) 支持的框架,用于实时预测COPD恶化.
  • 整合各种数据源,包括临床和在线数据,以提高预测准确度.
  • 为了利用先进的机器学习技术进行可靠的COPD恶化预测.

主要方法:

  • 实施一个网络物理系统 (CPS) 框架,整合初级 (临床) 和二级 (在线) 数据.
  • 机器学习算法的应用,包括随机森林和人工神经网络,用于特征选择和预测.
  • 使用ANOVA进行统计验证,以协调各种数据源并确保模型的稳定性.

主要成果:

  • 拟议的框架在实时预测COPD恶化方面表现出有效性.
  • 关键的性能指标包括准确性,精度,回忆,F1得分和AUC表明了强大的预测潜力.
  • 该系统有助于早期发现COPD恶化.

结论:

  • 支持CPS的框架提供了一种主动的方法来管理COPD恶化.
  • 该系统支持及时发出警报,准确预测和明智的临床决策.
  • 这种方法有可能改善患者的治疗结果,并降低医疗保健支出.