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

Pathophysiology of Heart Failure01:17

Pathophysiology of Heart Failure

1.5K
Heart failure (HF) is a progressive syndrome involving ventricles that leads to inadequate cardiac output. It can be classified based on location and output or ejection fraction. Ejection fraction (EF) is an essential measurement in the diagnosis and surveillance of HF. Reduced EF corresponds to systolic heart failure (HFrEF). However, HF with preserved ejection fraction (HFpEF) is becoming increasingly prevalent. Also known as diastolic HF, this form of HF is related to aging. The...
1.5K
Heart Failure Drugs: Inhibitors of Renin-Angiotensin System01:26

Heart Failure Drugs: Inhibitors of Renin-Angiotensin System

404
The activation of the sympathetic nervous system and the renin-angiotensin-aldosterone system (RAAS) contributes to cardiac remodeling, and inhibiting the RAAS is a pharmacological target in heart failure management. As a result, neurohumoral modulation is a crucial treatment principle for managing heart failure. This approach involves using medications like ACE inhibitors (ACEIs), angiotensin receptor blockers (ARBs), β-blockers, mineralocorticoid receptor antagonists (MRAs), and neutral...
404
Imbalances in Cardiac Output01:26

Imbalances in Cardiac Output

1.4K
The heart's primary function is to pump blood throughout the body, maintaining a balance between blood sent out (cardiac output) and blood returning (venous return). If this balance is disrupted, it can result in congestive heart failure (CHF), a severe condition where the heart becomes an inefficient pump, leading to inadequate blood circulation.
CHF can occur due to the failure of either side of the heart. Left-side failure leads to pulmonary congestion—the right side continues to send...
1.4K
Heart Failure Drugs: Diuretics01:22

Heart Failure Drugs: Diuretics

352
Heart failure and kidney perfusion are interconnected in a complex way. Reduced renal perfusion and venous congestion are two significant factors that contribute to renal dysfunction in heart failure. The kidneys, primarily responsible for fluid balance in the body, are adversely affected due to compromised cardiac output and increased venous pressure. In response to reduced renal perfusion, the kidneys activate neurohumoral mechanisms to restore balance. However, these mechanisms can be...
352
Human Genetics01:28

Human Genetics

549
Human genetics provides a profound framework for understanding the interplay between genetic predispositions and human psychology. At the heart of this discipline lies the study of how genes influence physical traits, behaviors, and susceptibility to diseases. Each person carries a unique genetic code that subtly or significantly shapes their psychological and behavioral landscape.
The complex relationship between genetics and psychology is observable through common biological components such...
549
Genome-wide Association Studies-GWAS01:11

Genome-wide Association Studies-GWAS

13.2K
Genome-wide association studies or GWAS are used to identify whether common SNPs are associated with certain diseases. Suppose specific SNPs are more frequently observed in individuals with a particular disease than those without the disease. In that case, those SNPs are said to be associated with the disease. Chi-square analysis is performed to check the probability of the allele likely to be associated with the disease.
GWAS does not require the identification of the target gene involved in...
13.2K

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

The LAV-BPIFB4-Platelet-CD47 Axis: A Novel Mechanism Associated With Immune Resilience in Longevity.

Aging cell·2026
Same author

Wearable technologies in neurorehabilitation and cardiac rehabilitation: A narrative review.

Journal of bodywork and movement therapies·2026
Same author

Unburdening healthcare systems through telenursing in chronic respiratory disease management: a systematic review.

Frontiers in digital health·2026
Same author

Cardiac remodeling after bariatric surgery associates with systemic metabolic reprogramming: a longitudinal untargeted metabolomics study.

Cardiovascular diabetology·2026
Same author

Perception and reality: assessing the accuracy of self-assessed dysphonia and dysphagia risk in people with cardiovascular disease.

Postgraduate medicine·2026
Same author

Are emotions measurable? A narrative review on wearable technologies between neuroscience and cardiology.

Expert review of medical devices·2026

相关实验视频

Updated: Jun 14, 2025

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
09:20

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction

Published on: February 13, 2021

6.4K

基于基因编程的可解释模型来预测恶化的心力衰竭.

Valeria Visco1, Antonio Robustelli2, Francesco Loria1

  • 1Department of Medicine, Surgery and Dentistry, University of Salerno, Via S. Allende, Baronissi (SA), 84081, Italy.

Computers in biology and medicine
|September 7, 2024
PubMed
概括

这项研究引入了一种新的AI模型,用于早期检测恶化的心力衰竭 (WHF). 该模型使用遗传编程来预测WHF,提供可解释的结果来帮助临床决策并减少住院治疗.

关键词:
人工智能的人工智能可以解释的分类分类.可以解释的诊断.这是基因编程.心脏衰竭是因为心脏衰竭.恶化心力衰竭的情况

更多相关视频

A Surgical Model of Heart Failure with Preserved Ejection Fraction in Tibetan Minipigs
07:09

A Surgical Model of Heart Failure with Preserved Ejection Fraction in Tibetan Minipigs

Published on: February 18, 2022

1.8K
Implantation of an Isoproterenol Mini-Pump to Induce Heart Failure in Mice
05:08

Implantation of an Isoproterenol Mini-Pump to Induce Heart Failure in Mice

Published on: October 3, 2019

11.1K

相关实验视频

Last Updated: Jun 14, 2025

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
09:20

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction

Published on: February 13, 2021

6.4K
A Surgical Model of Heart Failure with Preserved Ejection Fraction in Tibetan Minipigs
07:09

A Surgical Model of Heart Failure with Preserved Ejection Fraction in Tibetan Minipigs

Published on: February 18, 2022

1.8K
Implantation of an Isoproterenol Mini-Pump to Induce Heart Failure in Mice
05:08

Implantation of an Isoproterenol Mini-Pump to Induce Heart Failure in Mice

Published on: October 3, 2019

11.1K

科学领域:

  • 心脏病学 心脏病学
  • 人工智能的人工智能
  • 医疗信息学 医疗信息学

背景情况:

  • 心力衰竭 (HF) 给医疗保健带来了巨大的负担,早期发现恶化的心力衰竭 (WHF) 对改善患者结果至关重要.
  • 目前用于心血管疾病的人工智能模型往往缺乏透明度,这导致医生由于其"黑子"性质而不情愿.

研究的目的:

  • 开发一种新的,可解释的诊断模型,用于预测WHF.
  • 提供一个工具,帮助临床医生识别高风险患者及时干预.

主要方法:

  • 一个基于值的二进制分类器是使用从遗传编程 (GP) 衍生的数学模型开发的.
  • 该模型确定了WHF的关键预测因素,包括肌素,sPAP和CAD,并提供了3D图形表示,以提高理解.
  • 分析了519名高压患者的回顾性数据.

主要成果:

  • 基于GP的分类器在所有评估指标中平均得分为96%.
  • 该模型与常用的机器学习算法相比,表现出更高的性能.
  • 该模型的可解释性促进了临床工作人员的理解和决策.

结论:

  • 开发的GP模型有效地预测WHF,具有高准确性和可解释性.
  • 这种方法有可能通过早期诊断,有针对性的治疗和减少住院治疗来显著影响HF管理.