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相关概念视频

Issues And Trends In Healthcare Delivery System01:29

Issues And Trends In Healthcare Delivery System

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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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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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Ethical Standards I01:25

Ethical Standards I

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The American Nurses Association (ANA) created and implemented the first nationally accepted Code of Ethics for Nurses with Interpretive Statements. The Code of Ethics is a living document regularly updated by the ANA and establishes an ethical standard that is non-negotiable for nurses in all roles and settings.
The Code of Ethics provisions outline the nurse's duty to the patient, the healthcare team, the profession, and society. The Code's fundamental principles include advocacy,...
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Integrated Healthcare System01:20

Integrated Healthcare System

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An integrated healthcare system (IHS) is a set of organizations that provides for or arranges to provide coordinated and continuous service to a defined population. The IHS takes responsibility for that particular population's health status and outcome, both clinically and fiscally. An integrated healthcare system is a well-organized, well-coordinated, and collaborative network. The integrated delivery system is a network that connects different healthcare providers to deliver organized,...
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Ethical Standards II01:23

Ethical Standards II

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Ethical standards are the backbone of nursing practice, guiding nurses as they interact with patients, families, and colleagues. These standards are crucial for providing safe, empathetic care centered on the patient's needs.
Nurses are entrusted with upholding various ethical principles and standards. Nurses forge solid therapeutic relationships using trust, empathy, autonomy, confidentiality, and professional competence.
Confidentiality is crucial, embodying respect for individual privacy...
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Purpose of Health Records II01:19

Purpose of Health Records II

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Health records serve various essential purposes in the healthcare system. Here are some key purposes:
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区块链为U-Healthcare提供隐私关键和时间敏感环境的边缘智能.

Anum Nawaz, Hafiz Humza Mahmood Ramzan, Xianjia Yu

    IEEE journal of biomedical and health informatics
    |October 6, 2025
    PubMed
    概括

    这项研究介绍了一种边缘智能和区块链系统,用于安全的健康监测. 它可以实时分析和保护敏感患者数据的隐私.

    科学领域:

    • 计算机科学 计算机科学
    • 人工智能的人工智能
    • 网络安全 网络安全

    背景情况:

    • 边缘智能 (EI) 增强了隐私,并减少了人工智能系统中的延迟.
    • 区块链集成提高了分布式系统的透明度和可靠性.
    • 现有的EI架构在数据交互和存储方面面临着漏洞.

    研究的目的:

    • 为隐私关键的健康应用提出一个自主计算管道.
    • 在基于边缘的健康监测中解决安全和隐私方面的挑战.
    • 为了实现实时健康数据分析和安全数据管理.

    主要方法:

    • 开发了一个具有边缘网关 (EG) 交互拓的自主计算管道.
    • 在EG中集成了一个数据交易处理器和隐私保证机制.
    • 利用资源高效的一维卷积神经网络 (1D-CNN) 进行心律失常的分类.
    • 实施了安全访问计划,用于链外和链内数据管理.

    主要成果:

    • 该系统支持持续监控,实时心率分析和警报通知.
    • 一个1D-CNN模型在EGs上实现了准确的多类心律失常的分类.
    • 安全访问计划有效地管理了数据共享和存储.

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  • 安全性,性能和成本分析验证了系统的效率和可靠性.

    • 结论:

    • 拟议的EI和区块链框架提高了卫生应用程序的隐私和可靠性.
    • 该系统提供高效的,实时的健康数据处理与细粒度的访问控制.
    • 这种方法为边缘敏感健康数据管理提供了强大的解决方案.