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相关概念视频

Pulse rhythm01:30

Pulse rhythm

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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...
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Issues And Trends In Healthcare Delivery System01:29

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The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
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Documentation in long-term care facilities and home healthcare settings is crucial for ensuring continuous, coordinated, and comprehensive care for patients. Each setting has its specific documentation processes and tools:
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Holter Monitor: 24-Hour Monitoring01:23

Holter Monitor: 24-Hour Monitoring

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Holter monitoring is a continuous electrocardiography (ECG) recording that tracks the heart's electrical activity over an extended period, generally 24 to 48 hours. This noninvasive diagnostic tool detects irregular heart rhythms that may not be captured during a standard ECG performed in a clinical setting.DeviceThe Holter monitor is a portable, small device connected to several electrodes on the patient's chest. These electrodes detect the heart's electrical signals and transmit them to the...
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Principles of Disease Surveillance01:26

Principles of Disease Surveillance

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Disease surveillance is the systematic collection, analysis, and interpretation of health data essential to the planning, implementation, and evaluation of public health practice. This process integrates data dissemination to entities responsible for preventing and controlling disease, injury, and disability. Surveillance systems provide crucial information for action, helping public health authorities make informed decisions to manage and prevent outbreaks, ensure public safety, optimize...
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Health Information Technology and Healthcare Information System01:30

Health Information Technology and Healthcare Information System

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Health Information Technology (HIT)
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
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相关实验视频

Updated: Jun 7, 2025

Methodology for Establishing a Community-Wide Life Laboratory for Capturing Unobtrusive and Continuous Remote Activity and Health Data
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人口数字健康:持续的健康监测和大规模的分析.

Naser Hossein Motlagh1, Agustin Zuniga1, Ngoc Thi Nguyen1

  • 1Department of Computer Science, University of Helsinki, PL 64 (Gustaf Hällströmin katu 2), Helsinki, 00014, Finland, 358 451707064.

Online journal of public health informatics
|November 20, 2024
PubMed
概括

人口数字健康 (PDH) 使用物联网和可穿戴设备进行持续的健康监测. 这种方法通过解决数据挑战和提高成本效益来增强人口健康建模.

关键词:
在PDH中,PDH是指PDH.经济效益性 经济效益性设备 设备 设备 设备数字健康数字健康股权资本 股权资本卫生监测健康监测机器学习是机器学习.建模,健康数据数据.监控 监控 监控 监控 监控 监控网络基础设施的网络基础设施.人口健康 人口健康传感器 传感器 传感器 传感器可穿戴设备可穿戴设备.可穿戴设备可以穿戴.

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科学领域:

  • 数字健康数字健康
  • 人口健康管理 人口健康管理
  • 物联网 (IoT) 的物联网 (IoT) 的物联网.

背景情况:

  • 传统的人口健康依赖于临床记录和调查.
  • 新兴的数字健康技术提供了新的数据来源.
  • 需要对疾病进行持续的监测和分析.

研究的目的:

  • 介绍人口数字健康 (PDH) 作为一个新兴的研究领域.
  • 探索PDH在综合,持续健康监测方面的潜力.
  • 将PDH与传统的人口健康方法进行对比.

主要方法:

  • 利用物联网和可穿戴设备的健康数据.
  • 在健康建模中使用机器学习和无处不在的计算.
  • 解决数据不足,传感器不准确性和时空稀疏性的问题.

主要成果:

  • 通过三个案例研究来证明PDH的能力.
  • 为关键的PDH研究挑战展示解决方案.
  • 突出增加了人口健康的规模,覆盖范围,公平性和成本效益.

结论:

  • PDH为人口健康建模提供了一种综合方法.
  • 讨论PDH采用的条件,前提条件和障碍.
  • 强调数字健康数据对公共卫生洞察力的潜力.