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相关概念视频

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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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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Introduction to R01:11

Introduction to R

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R is a powerful software environment for statistical computing and graphics. Originating as an implementation of the S language, developed at Bell Laboratories, R has evolved into a robust, open-source statistical software favored by statisticians and data scientists worldwide. Its comprehensive suite includes data manipulation, calculation, and graphical display capabilities, making it versatile for data analysis and visualization. Its programming language is at the core of R's...
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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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Rheumatic Heart Disease IV: Nursing Management01:20

Rheumatic Heart Disease IV: Nursing Management

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AssessmentA comprehensive assessment is essential in managing a patient with rheumatic heart disease (RHD). Begin with obtaining a detailed medical history, including recent streptococcal infections, a history of rheumatic fever, or previously diagnosed rheumatic heart disease. Assess the patient for symptoms such as fever, chest pain, widespread joint pain (arthralgia), tachycardia, pericardial friction rub, muffled heart sounds, heart murmurs, peripheral edema, subcutaneous nodules, and...
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Hospitals-II00:59

Hospitals-II

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Hospitals provide inpatient and outpatient services. Inpatient services provide care to patients that stay in the hospital for an extended period, ranging from days to months. Examples of inpatient services include intensive care units, hospital wards, or surgeries. Outpatient services provide care to patients who come to a hospital for a diagnostic or treatment but do not stay overnight —for example, diagnostic tests, surgical procedures, or health education.
Nurses that work in...
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相关实验视频

Updated: Jul 26, 2025

Observational Study Protocol for Repeated Clinical Examination and Critical Care Ultrasonography Within the Simple Intensive Care Studies
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ricu:R与重症监护数据的接口

Nicolas Bennett1, Drago Plečko1, Ida-Fong Ukor2

  • 1Seminar for Statistics, ETH Zürich, 8092 Zürich (Rämistrasse 101), Switzerland.

GigaScience
|June 15, 2023
PubMed
概括

一个新的R包, ricu,统一了5个重症监护室 (ICU) 数据集,用于同时分析. 该工具通过协调数据,节省时间和提高ICU数据研究的可重复性来简化研究.

科学领域:

  • 关键护理医学 关键护理医学
  • 生物医学信息学 生物医学信息学
  • 数据科学数据科学数据科学

背景情况:

  • 分析来自多个重症监护室 (ICU) 数据库的数据是具有挑战性的,因为数据异质.
  • 现有的ICU数据集往往是孤立的,每个数据集都需要单独的处理和协调工作.
  • 需要一个统一的框架来促进大规模的,可重复的研究,使用各种ICU数据来源.

研究的目的:

  • 开发一个统一的计算框架来分析来自五个大型,公开可用的重症监护室 (ICU) 数据集的数据.
  • 创建一个R包,简化跨不同ICU数据库的数据访问,协调和分析.
  • 促进数据共享和重症监护医学的合作研究.

主要方法:

  • 综合了来自美国三个 (MIMIC-III,MIMIC-IV,eICU) 和欧洲两个 (AmsterdamUMCdb,HiTRUCS) ICU数据库的数据.
  • 开发了对一组常见的临床概念的映射,利用观察医学结果伙伴关系 (OMOP) 词汇.
  • 同步测量单位和数据类型,并实施统一的应用程序编程接口 (API) 来加载数据.
  • 创建了R包,以提供处理这些协调ICU数据集的计算基础设施.

主要成果:

  • 理科 R-Package可以同时分析来自五个主要ICU数据库的数据.
关键词:
计算方法 计算方法电子健康记录是电子健康记录.重症监护医学的重症监护医学的医学.

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  • 该软件包允许用户从统一的数据源中加载119个现有临床概念.
  • 开发的框架标准化了数据表示,并促进了有效的数据检索和设置.

    • 结论:

    • 理科R套件是第一个允许同时分析多个公开可用的ICU数据集的工具.
    • 这种统一的接口大大节省了研究人员的时间,并提高了ICU数据研究的可重复性.
    • 未来的工作旨在扩大概念词典,以实现更全面的数据协调,促进整个社区的努力.