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Issues And Trends In Healthcare Delivery System01:29

Issues And Trends In Healthcare Delivery System

5.7K
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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Methods Of Healthcare Delivery System01:26

Methods Of Healthcare Delivery System

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At the different levels of the healthcare system, we see varying methods of healthcare used. These methods include managed care systems, case management, and primary healthcare.
Managed Care System:
The managed care system is designed to control the cost while maintaining the quality of care. The patient's care from admission to discharge is planned by the primary care provider or the case manager, also known as the gatekeeper. In a managed care system, the number of care providers is...
3.3K
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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Nursing Clinical Information System01:27

Nursing Clinical Information System

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Nursing Clinical Information System (NCIS)
A Nursing Clinical Information System (NCIS) is a specialized type of healthcare information system tailored to meet the unique needs of nursing practice. It incorporates the principles of nursing informatics to streamline information management and improve the quality of care delivery.
Critical attributes of NCIS include:
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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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Introduction To Health Care Delivery System01:18

Introduction To Health Care Delivery System

2.9K
The healthcare system is constantly changing and complex. Various services are available from different healthcare providers, but gaining access to these services has become challenging for people with limited healthcare insurance. Uninsured people present a challenge to healthcare because they frequently postpone or forego treatment.
The Institute of Medicine (IOM) advocates for a patient-centered, effective, safe, timely, equitable, and effective healthcare system. The National Priorities...
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相关实验视频

Updated: Jul 24, 2025

The Modular Design and Production of an Intelligent Robot Based on a Closed-Loop Control Strategy
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在云计算医疗保健系统中优化患者分配:分布式遗传算法.

Xinyu Pang1, Yong-Feng Ge2, Kate Wang3

  • 1Guangdong Technion Israel Institute of Technology, Shantou, China.

Health information science and systems
|July 3, 2023
PubMed
概括
此摘要是机器生成的。

一个分布式遗传算法优化了患者在云计算医疗保健系统中的分配,减少了等待时间和改善了资源使用. 这种方法提高了系统的效率和可扩展性,以改善医疗保健服务.

关键词:
云计算医疗保健系统系统分布式遗传算法 分布式遗传算法进化算法是一种进化算法.患者分配的患者分配.

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相关实验视频

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科学领域:

  • 医疗信息学 医疗信息学
  • 人工智能的人工智能
  • 优化算法 优化算法

背景情况:

  • 云计算医疗保健系统将互联网技术与传统医疗保健相结合.
  • 这些系统旨在平衡在线诊断和线下治疗.
  • 关键的挑战包括减少患者等待时间和优化医疗资源利用.

研究的目的:

  • 提出一种分布式遗传算法 (DGA),用于优化云医疗系统中的患者分配 (PA).
  • 为了提高在线诊断和离线治疗之间的平衡.
  • 提高云计算医疗保健系统的效率和可扩展性.

主要方法:

  • 一个分布式遗传算法 (DGA) 已被开发用于优化患者分配.
  • DGA使用个人作为解决方案,使用交叉,突变和选择运算符.
  • 实施了分布式框架,以促进人口多样性和可扩展性.

主要成果:

  • 拟议的DGA有效地优化了云医疗保健中的患者分配问题.
  • 实验结果验证了算法的性能.
  • DGA在平衡在线和离线医疗保健组件方面取得了改进.

结论:

  • DGA是一种可行且有效的方法,用于优化云计算医疗保健系统中的患者分配.
  • 这种方法有助于减少患者等待时间和更好的资源配置.
  • DGA框架为云医疗保健应用程序提供了增强的多样性和可扩展性.