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相关概念视频

Interpreting Run Charts01:25

Interpreting Run Charts

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Run charts, essentially line graphs plotted over time, serve as fundamental yet effective tools for process analysis. They chronicle data sequentially, facilitating the identification of trends, shifts, or cyclical movements. This graphical representation is instrumental in determining whether a process is stable or exhibits signs of potential instability indicative of special cause variation. In the healthcare domain, run charts depict infection rates over time, enabling hospitals to monitor...
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Methods of Documentation VI: Case Management Model01:15

Methods of Documentation VI: Case Management Model

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The case management model is a multidisciplinary approach that involves healthcare professionals from diverse disciplines, such as physicians, nurses, therapists, social workers, and pharmacists, working collaboratively to address the various needs of patients. Each healthcare professional brings unique expertise and perspectives, contributing to a more comprehensive understanding of the patient's condition and tailoring treatment plans accordingly.
For example, a patient with a chronic...
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The X̄ Chart00:58

The X̄ Chart

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The  x̄ chart is a statistical tool for monitoring the means in a process.
The x̄ chart, often known as the individual control chart, is a crucial tool in statistical process control. It is designed to monitor process behavior and performance over time and is widely used in various industries to ensure that processes are operating at their optimum capacity and within specified limits.
A x̄ chart is constructed by plotting individual measurements of a quality...
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Flow Sheet01:17

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Flowsheets are valuable tools in nursing documentation. They enable healthcare professionals to efficiently record and monitor various patient assessments and measurements in a consolidated format.
Here's a closer look at the examples of flowsheets commonly used by nurses:
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Formats for Nursing Documentation01:28

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Nursing documentation encompasses various formats designed to capture precise patient data, facilitate communication among healthcare team members, and ensure comprehensive and accurate patient records. Let's explore each of these formats in detail:
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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.
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相关实验视频

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Using Visual and Narrative Methods to Achieve Fair Process in Clinical Care
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想象医疗保健过程的可变性

Hunter Chen Chen1, Abel Armas-Cervantes1, Vickie Irving2

  • 1School of Computing and Information Systems, University of Melbourne, Australia.

Studies in health technology and informatics
|January 25, 2024
PubMed
概括
此摘要是机器生成的。

医院患者护理途径的过度变化,如冠状动脉旁路手术,与更长的住院时间有关. 过程挖掘可以量化这种变化及其对患者结果的影响.

关键词:
临床数据分析 临床数据分析过程采矿过程采矿变化的可变性.

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科学领域:

  • 医疗信息学 医疗信息学
  • 临床过程分析 临床过程分析
  • 医疗保健管理的管理

背景情况:

  • 患者护理途径甚至在类似的手术中也可能有很大的差异.
  • 临床过程的高变化与不良事件增加有关.
  • 缺乏用于量化过度临床变异性的标准化方法.

研究的目的:

  • 利用过程挖掘技术来描述和量化临床变异性.
  • 为了可视化患者途径中的临床变异性.
  • 评估临床变异性对患者结果的影响,特别是停留时间.

主要方法:

  • 过程挖掘被应用到来自MIMIC数据集的患者数据中.
  • 选择性冠状动脉旁路手术的临床途径以痕迹形式表示.
  • 计算了可变性指标,并分析了具有最高/最低可变性的过程.

主要成果:

  • 过程挖掘有效地描述和可视化临床变异性.
  • 具有更高可变性的过程显示了剂量-反应关系与更长的停留时间 (LOS).
  • 更大的变化与增加的LOS相关.

结论:

  • 过程挖掘为估计和可视化临床变异提供了一种有效的方法.
  • 了解临床变异性对于改善患者治疗结果至关重要.
  • 这种方法可以确定流程优化的领域,以减少LOS和不良事件.