Jove
Visualize
联系我们
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关概念视频

Methods of Documentation VI: Case Management Model01:15

Methods of Documentation VI: Case Management Model

837
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...
837
Interpreting Run Charts01:25

Interpreting Run Charts

3.0K
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...
3.0K
Fundamentals of Nursing Process I01:27

Fundamentals of Nursing Process I

7.9K
The nursing process is the core of practice for every registered nurse to deliver holistic, patient-focused care. The following are the five steps in the nursing process.
7.9K
Fundamentals of Nursing Process II01:25

Fundamentals of Nursing Process II

4.7K
There are several characteristics related to delivering nursing care. One vital characteristic of the nursing process is that it can be used to protect nurses and justify the provided care. Productive use of the nursing process requires the knowledge and skills of nurses to assess and solve issues. Nurses should develop and strengthen their critical thinking skills and evidence-based nursing interventions to improve their skills in formulating nursing care plans. A well-defined approach to...
4.7K
Documentation in Long-Term and Home Healthcare Setting01:29

Documentation in Long-Term and Home Healthcare Setting

1.4K
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:
Long-Term Care Facilities
1.4K
Patient-centered Care01:13

Patient-centered Care

2.8K
Patient-centered care involves delivering care beyond inpatient hospitalization. Reflective practice can enhance a patient-centered approach. Reflective practice is a process of reasoning that considers all aspects of the present situation, including practicalities, learning from personal practice, and consideration of patient needs. Patients appreciate care decisions made while considering their input. Involving the patient in their care provides the patient with a sense of contribution rather...
2.8K

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

Ketone Bodies Derived From Medium-Chain Triglycerides Support Brain Metabolism and Function Under Hypoglycemia in Type 1 Diabetes Mellitus.

Diabetes·2026
Same author

Glucagon and beta-cell function changes before and after dietary weight loss-induced metabolic improvements in type 2 diabetes.

Diabetes research and clinical practice·2026
Same author

Oral glucose absorption is enhanced in early metabolic dysfunction-associated steatotic liver disease.

Diabetologia·2026
Same author

Exercise Metabolic Flexibility in Type 2 Diabetes Treated With Empagliflozin: An Exploratory Analysis of the Randomised Trial EMPA-HEART.

Diabetes, obesity & metabolism·2026
Same author

Impact of canagliflozin on the cardiorenal effects of dietary sodium intake in type 2 diabetes: a post hoc analysis of the CREDENCE trial.

Diabetologia·2026
Same author

SGLT2 inhibitors reduce the salt sensitivity of blood pressure in type 2 diabetes via enhanced postprandial natriuresis.

Cardiovascular diabetology·2026

相关实验视频

Updated: Jan 9, 2026

Using Visual and Narrative Methods to Achieve Fair Process in Clinical Care
14:32

Using Visual and Narrative Methods to Achieve Fair Process in Clinical Care

Published on: February 16, 2011

24.3K

在医疗保健中以结果为中心的过程绘制,使用随机森林和过程采矿.

Simone Leonetti1, Chiara Seghieri2, Domenico Tricò3

  • 1Management and Healthcare Laboratory, Interdisciplinary Research Center "Health Science", Sant Anna School of advanced studies, Piazza Martiri della Libertà 33, Pisa, 56127, Italy. s.leonetti@santannapisa.it.

Scientific reports
|December 10, 2025
PubMed
概括

这项研究引入了一种新的方法,将过程挖掘和随机森林结合起来,以绘制患者流动图,专注于结果. 该方法识别了需要量身定制策略的复杂患者群体,提高了医疗保健效率和患者护理.

关键词:
以结果为中心,以结果为中心.患者流动的流动过程采矿的过程采矿.随机的森林随机的森林

更多相关视频

Author Spotlight: Integrated Multi-Omics Analysis for Unveiling Multicellular Immune Signatures in Clinical Heart Attack Cohorts
08:51

Author Spotlight: Integrated Multi-Omics Analysis for Unveiling Multicellular Immune Signatures in Clinical Heart Attack Cohorts

Published on: September 20, 2024

2.0K
Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques
13:44

Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques

Published on: December 9, 2022

4.1K

相关实验视频

Last Updated: Jan 9, 2026

Using Visual and Narrative Methods to Achieve Fair Process in Clinical Care
14:32

Using Visual and Narrative Methods to Achieve Fair Process in Clinical Care

Published on: February 16, 2011

24.3K
Author Spotlight: Integrated Multi-Omics Analysis for Unveiling Multicellular Immune Signatures in Clinical Heart Attack Cohorts
08:51

Author Spotlight: Integrated Multi-Omics Analysis for Unveiling Multicellular Immune Signatures in Clinical Heart Attack Cohorts

Published on: September 20, 2024

2.0K
Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques
13:44

Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques

Published on: December 9, 2022

4.1K

科学领域:

  • 医疗保健管理的管理
  • 过程采矿采矿采矿
  • 数据科学数据科学数据科学

背景情况:

  • 系统流程映射对于管理复杂的医疗保健系统和改善患者流动至关重要.
  • 传统方法仅通过比较路径,忽视结果和属性,提供有限的洞察力.
  • 医疗保健过程挖掘由于专业知识要求和过程可变性而带来挑战.

研究的目的:

  • 为医疗保健系统开发以结果为中心的流程映射方法.
  • 整合过程采矿发现与随机森林进行增强的系统分析.
  • 分析复杂的患者途径,并确定影响治疗挑战的因素.

主要方法:

  • 使用随机森林 (RF) 和过程采矿 (PM) 发现的综合阶段性方法.
  • 对MIMIC-IV v2.2数据集的分析,包括2008-2019年的各种医院数据.
  • 专注于患者流动,包括急诊室 (ED),测量,程序和重症监护室 (ICU) 转移.

主要成果:

  • 高年龄患者具有高ED优先级和多病症,代表了复杂的病例,需要专门的管理.
  • 拟议的方法有效地从数据驱动,以结果为中心的角度绘制流程.
  • 确定了与复杂治疗途径相关的患者特征.

结论:

  • 结合的RF和PM方法可以实现全面的,以结果为中心的流程映射.
  • 针对复杂的患者群体,量身定制的管理策略是必不可少的,与临床实践保持一致.
  • 潜在的应用包括实时预测逗留时间,以优化资源和护理质量.