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相关概念视频

Classification of Illness01:17

Classification of Illness

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 and...
COPD: Pathogenesis and Clinical Features01:20

COPD: Pathogenesis and Clinical Features

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...
Chronic Obstructive Pulmonary Disease01:24

Chronic Obstructive Pulmonary Disease

COPD is defined as a heterogeneous lung condition marked by persistent respiratory symptoms such as dyspnea, cough, and sputum production, caused by abnormalities in the airways that cause airflow obstruction.
Smoking is a primary risk factor for COPD, with over 80% of patients having a history of it. Patients typically experience progressive dyspnea or labored breathing, frequent coughing, and recurrent pulmonary infections. Many eventually succumb to respiratory failure, characterized by...
Chronic Obstructive Pulmonary Disease-IV: Assessement and Diagnostic Studies01:27

Chronic Obstructive Pulmonary Disease-IV: Assessement and Diagnostic Studies

Assessing and diagnosing Chronic Obstructive Pulmonary Disease (COPD) involves a detailed approach that includes a comprehensive review of medical history, physical examination, and a variety of diagnostic tests. This thorough evaluation is essential to ensure an accurate diagnosis and guide effective management strategies.
Medical History
Respiratory Syncytial Virus Disease01:29

Respiratory Syncytial Virus Disease

Human respiratory syncytial virus (RSV) is a widespread pathogen that primarily targets infants and young children but also poses a serious health risk to elderly and immunocompromised individuals. Belonging to the Pneumoviridae family, RSV is a negative-sense, single-stranded RNA virus within the Pneumovirus genus. Its global health burden is significant, with millions of cases annually resulting in hospitalizations and mortality, particularly in resource-limited settings. Although most...
Chronic Obstructive Pulmonary Disease IV: Clinical Manifestations01:19

Chronic Obstructive Pulmonary Disease IV: Clinical Manifestations

Chronic Obstructive Pulmonary Disease, or COPD, is a long-term condition marked by persistent and only partially reversible airflow limitation. It involves two overlapping conditions—chronic bronchitis and emphysema—which often co-appear but differ in dominant symptoms and underlying mechanisms.Chronic Bronchitis FeaturesChronic bronchitis presents with a persistent productive cough and thick, sometimes purulent mucus due to airway inflammation, enlarged mucus glands, and goblet cell...

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相关实验视频

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A Multi-Modal Approach to Assessing Recovery in Youth Athletes Following Concussion
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儿科长期COVID亚型:来自RECOVER计划的基于EHR的研究

Vitaly Lorman1, L Charles Bailey1, Xing Song2

  • 1Applied Clinical Research Center, Children's Hospital of Philadelphia, Philadelphia, PA, USA.

medRxiv : the preprint server for health sciences
|October 7, 2024
PubMed
概括

研究人员使用机器学习识别了儿科长期COVID的不同的临床表现或亚现型. 心脏呼吸系统问题是最常见的,其次是肌肉骨,神经精神和胃肠道症状.

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Autonomic Function Following Concussion in Youth Athletes: An Exploration of Heart Rate Variability Using 24-hour Recording Methodology
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科学领域:

  • 儿科健康 儿科健康
  • 传染性疾病 传染性疾病
  • 数据科学数据科学数据科学

背景情况:

  • 长期COVID在儿童中表现出多样化的症状,但不同的临床模式 (亚表型) 尚未明确定义.
  • 了解这些儿科长期COVID亚表型对于有针对性的管理和研究至关重要.

研究的目的:

  • 识别和描述儿科长期COVID的不同临床亚型.
  • 分析一组没有先前存在的复杂慢性疾病的儿科患者.

主要方法:

  • 使用无监督机器学习方法,这是Phe2Vec算法的扩展.
  • 分析了来自38个21岁以下长期COVID患者机构的电子健康记录数据.
  • 采用了成千上万的临床概念来表示患者病史并识别类似的陈述.

主要成果:

  • 确定了多种儿科长期COVID亚型.
  • 心脏呼吸系统的表现是最常见的,在54%的患者中观察到.
  • 其他常见的亚现象包括肌肉骨疼痛,神经精神疾病,胃肠道症状,头痛和疲劳,按频率的下降顺序排列.

结论:

  • 儿科长期COVID存在不同的临床亚现象.
  • 心肺,肌肉骨和神经精神疾病症状是常见的表现.
  • 对这些子类型的进一步研究可以为儿科长期COVID的临床护理和治疗策略提供信息.