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相关概念视频

Electrocardiogram01:29

Electrocardiogram

3.2K
An electrocardiogram (ECG or EKG) is a critical diagnostic tool that records the electrical signals produced by the heart during each heartbeat. This recording is achieved through electrodes placed strategically on the arms, legs, and chest. The electrocardiograph amplifies these signals and produces 12 distinct tracings, offering a comprehensive understanding of the heart's electrical activity.
Three major waveforms are present in a typical ECG recording: the P wave, the QRS complex, and...
3.2K
Dysrhythmias V: Evaluating Dysrhythmias01:30

Dysrhythmias V: Evaluating Dysrhythmias

121
Dysrhythmias, also known as arrhythmias, are disturbances in the heart's rhythm that range from benign to life-threatening. A thorough evaluation is crucial for appropriate management and involves a comprehensive medical history, physical examination, and various diagnostic tests.Medical HistorySymptoms: Collect detailed information on palpitations, dizziness, syncope, chest pain, and fatigue. Note their onset, frequency, and triggers.Previous Cardiac Issues: Document any history of heart...
121
Electrocardiogram Fundamentals01:28

Electrocardiogram Fundamentals

880
Introduction
An electrocardiogram (ECG) is a diagnostic tool for identifying cardiac conditions such as arrhythmias, conduction abnormalities, and myocardial ischemia.
Definition
An electrocardiogram (ECG) visualizes the heart's electrical activity by tracing the electrical movement associated with each heartbeat on a graph or monitor. As the heart beats, an electrical wave passes through it, correlating with the cardiac cycle events.
Parts of an ECG
An ECG utilizes electrodes on the skin...
880
Imaging Studies for Cardiovascular System I:Echocardiography01:17

Imaging Studies for Cardiovascular System I:Echocardiography

492
Cardiac imaging studies encompass a wide range of noninvasive and minimally invasive techniques designed to visualize the heart's structure and function in detail. One such technique is echocardiography, which uses high-frequency ultrasound waves to produce detailed images of the heart, known as echocardiograms.
Indications: Echocardiography is utilized to diagnose heart failure, valve disorders, and myocardial infarction. It also assesses cardiac structures' size, shape, and motion,...
492
Pulse rhythm01:30

Pulse rhythm

933
Pulse rhythm refers to the pattern of pulsations within specific intervals, offering valuable insights into the regularity or irregularity of the heart's beats as observed through the pattern of pulsation within specific intervals. A regular pulse exhibits a consistent heart rate with uniform waveforms and pulsation force, variations of which can be classified as normal, weak, or bounding.
Conversely, an irregular pulse pattern is termed dysrhythmia, stemming from disruptions in cardiac...
933
Rheumatic Heart Disease II: Clinical Manifestations and Diagnostic Studies01:22

Rheumatic Heart Disease II: Clinical Manifestations and Diagnostic Studies

66
The key clinical manifestations of Rheumatic heart disease (RHD) include several distinct cardiac symptoms.Carditis, a hallmark of acute rheumatic fever, involves inflammation of the heart's endocardium, myocardium, and pericardium. Chronic RHD often results from recurrent episodes of carditis. Its symptoms include the following:Murmurs are caused by valvular damage, especially to the mitral and aortic valves. Mitral stenosis or regurgitation is common, with characteristic heart murmurs...
66

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相关实验视频

Updated: Sep 15, 2025

Patient Directed Recording of a Bipolar Three-Lead Electrocardiogram using a Smartwatch with ECG Function
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Patient Directed Recording of a Bipolar Three-Lead Electrocardiogram using a Smartwatch with ECG Function

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使用人工智能从心电图检测结构性心脏病

Timothy J Poterucha1, Linyuan Jing2, Ramon Pimentel Ricart1

  • 1Seymour, Paul, and Gloria Milstein Division of Cardiology, Department of Medicine, Columbia University Irving Medical Center, New York, NY, USA.

Nature
|July 16, 2025
PubMed
概括

一个新的AI模型EchoNext可以使用心律数据检测多种结构性心脏病. 这种深度学习工具具有很高的准确性,

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Analyzing Long-Term Electrocardiography Recordings to Detect Arrhythmias in Mice
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Ultrasonic Assessment of Myocardial Microstructure
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相关实验视频

Last Updated: Sep 15, 2025

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Patient Directed Recording of a Bipolar Three-Lead Electrocardiogram using a Smartwatch with ECG Function

Published on: December 11, 2019

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Analyzing Long-Term Electrocardiography Recordings to Detect Arrhythmias in Mice
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Analyzing Long-Term Electrocardiography Recordings to Detect Arrhythmias in Mice

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科学领域:

  • 心脏病学
  • 人工智能
  • 医学成像

背景情况:

  • 早期发现结构性心脏病对于改善患者的治疗结果至关重要.
  • 目前的查方法,如心声扫描,由于成本和可访问性而受到限制.
  • 以前用于心脏病检测的人工智能模型通常在有限的人群或特定条件上进行训练.

研究的目的:

  • 介绍一个深度学习模型EchoNext,
  • 评估EchoNext的诊断准确性和通用性.
  • 评估人工智能在扩大心脏病查方面的潜力.

主要方法:

  • 开发了一个深度学习模型EchoNext,
  • 在内部和外部验证模型的性能.
  • 在没有先前心脏成像的患者中进行了前性临床试验.
  • 与心脏病专家进行了对比.

主要成果:

  • 在不同的人群和护理环境中,EchoNext的诊断准确度很高.
  • 模型在受控评估中表现优于心脏病学家.
  • 预期试验显示成功识别了以前未被诊断的心脏病.
  • 在不同种族和/或族群中观察到一致的表现.

结论:

  • 像EchoNext这样的深度学习模型显示出改善结构性心脏病查的巨大潜力.
  • 人工智能可以帮助克服传统成像工具在广泛查方面的局限性.
  • 模型重量和数据的公开发布支持对心血管健康人工智能的进一步研究和透明度.