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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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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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Healthcare Agencies II01:17

Healthcare Agencies II

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There are various healthcare agencies in the United States—some of which are managed by religious institutions and others by different government branches.
Parish nursing is a growing specialty nursing profession that focuses on holistic healthcare, health promotion, and illness prevention. It blends professional nursing practice with a health ministry, focusing on health and healing within the context of a Christian community. Parish nurses serve as health educators, referral sources,...
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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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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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相关实验视频

Updated: May 24, 2025

Digital Home-Monitoring of Patients after Kidney Transplantation: The MACCS Platform
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Digital Home-Monitoring of Patients after Kidney Transplantation: The MACCS Platform

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通过区块链安全的联合学习来推进医疗创新,以实现智能健康.

Salabat Khan, Mansoor Khan, Muhammad Asghar Khan

    IEEE journal of biomedical and health informatics
    |March 3, 2025
    PubMed
    概括

    这项研究引入了一种新的区块链支持的电子医疗记录 (EMR) 联合学习方法. 这种方法增强了医疗研究的安全数据共享,同时保持了患者的隐私和数据完整性.

    科学领域:

    • 医疗信息学 医疗信息学
    • 区块链技术 区块链技术
    • 机器学习 机器学习

    背景情况:

    • 医疗保健的数字化已经产生了大量的电子医疗记录 (EMR).
    • 为研究共享EMR面临隐私,安全和集中化的挑战.
    • 传统的数据共享模式限制了协作医学研究.

    研究的目的:

    • 通过使用区块链技术,为使用EMR进行联合学习引入一个新的框架.
    • 解决EMR数据共享研究方面的挑战,重点关注隐私,安全和数据完整性.
    • 加强协作医学研究和以患者为中心的医疗保健创新.

    主要方法:

    • 利用联合学习来协同训练模型,而不是共享原始患者数据.
    • 整合区块链技术以确保数据完整性,不变性和对分散系统的信任.
    • 利用智能合约来执行数据使用政策和管理数据所有权.

    主要成果:

    • 拟议的框架允许对EMR的机器学习模型进行安全和私人协作培训.
    • 区块链集成增强了数据共享过程中的透明度,安全性和信任性.
    • 实验结果证实了区块链启用联合学习方法的有效性和效率.

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    TBase - an Integrated Electronic Health Record and Research Database for Kidney Transplant Recipients
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    结论:

    • 区块链技术为增强医疗保健中的大数据分析提供了一个关键解决方案.
    • 这种方法有助于改善医学研究人员和机构之间的合作.
    • 该框架通过允许数据贡献,同时保持控制和隐私,促进以患者为中心的创新.