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

Statistical Software for Data Analysis and Clinical Trials01:12

Statistical Software for Data Analysis and Clinical Trials

522
Statistical software is pivotal in data analysis and clinical trials by providing tools to analyze data, draw conclusions, and make predictions. These software packages range from simple data management applications to complex analytical platforms, supporting various statistical tests, models, and simulation techniques. Their significance lies in their ability to handle vast amounts of data with precision and efficiency, enabling researchers to validate hypotheses, identify trends, and make...
522
Case Studies01:22

Case Studies

11.6K
There are many research methods available to psychologists in their efforts to understand, describe, and explain behavior and the cognitive and biological processes that underlie it.
11.6K
Data Collection I01:30

Data Collection I

6.1K
Data collection gathers information needed to make accurate judgments about a patient's present condition. During a health history interview, subjective data is collected from the patient, their caregivers, or family members, and objective data is collected through observations and physical assessment. Patients are the primary source of subjective data. Thus information gathered from patients through interviews, observations, and physical examination is primary data. Secondary sources of...
6.1K
Data Collection II01:29

Data Collection II

8.1K
The nursing history captures and records the patient's health status, so that a care plan evolves to meet the patient's individual needs. The nursing health history is a part of the initial assessment. A comprehensive history covers all health dimensions and plays a significant role in the assessment process. A comprehensive history includes the patient's biographical information, reasons for seeking health care, expectations, present and past health history, medications, and...
8.1K
Data Collection by Experiments01:13

Data Collection by Experiments

24.0K
Data collection is a systematic method of obtaining, observing, measuring, and analyzing accurate information. An experimental study is a standard method of data collection that involves the manipulation of the samples by applying some form of treatment prior to data collection. It refers to manipulating one variable to determine its changes on another variable. The sample subjected to treatment is known as “experimental units.”
An example of the experimental method is a public...
24.0K
Data Validation01:03

Data Validation

5.0K
Data validation is an essential part of a comprehensive assessment. Validation is confirming or verifying and opening the door to gathering more assessment data as it clarifies vague or unclear data. The process of checking and verifying the collected information is called data validation. The primary purpose of data validation is to ensure data is as free from error, bias, and misinterpretation as possible.
Nursing assessment guides are generally based on holistic models rather than medical...
5.0K

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

Development and Usability of a Social Determinants of Health Dashboard in School-based Health.

Computers, informatics, nursing : CIN·2026
Same author

Social Circumstances Affecting Asthma: A Group Concept Mapping Study of School Stakeholders.

The Journal of school nursing : the official publication of the National Association of School Nurses·2026
Same author

Persistent Inflammation, Immunosuppression, and Catabolism Syndrome and Serious Infections in Burn-Injured Adults: A Retrospective Single-Center Study from 1997 to 2023.

Journal of burn care & research : official publication of the American Burn Association·2026
Same author

Natural Language Processing for Substance Use Disorder Information Extraction: A Systematic Literature Review.

Current addiction reports·2026
Same author

Cultivating an optimal environment for nursing innovation.

Nursing outlook·2026
Same author

Voices of change: Perspectives from nurse scientists on dismantling systemic racism.

Nursing outlook·2026

相关实验视频

Updated: Jun 14, 2025

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

3.5K

通过交互式实践研讨会教授数据科学,使用临床相关的案例研究.

Alvin D Jeffery1, Patricia Sengstack2

  • 1Department of Biomedical Informatics, Vanderbilt University, Nashville, Tennessee, United States.

Applied clinical informatics
|August 30, 2024
PubMed
概括
此摘要是机器生成的。

这次研讨会成功地向300多名临床医生教授了机器学习等数据科学概念. 培训侧重于实际应用,增强他们使用数据提高医疗保健质量的能力.

更多相关视频

Facilitating the Analysis of Immunological Data with Visual Analytic Techniques
10:58

Facilitating the Analysis of Immunological Data with Visual Analytic Techniques

Published on: January 2, 2011

10.1K
Author Spotlight: Automated Deep Brain Stimulation for Parkinson's Disease - Exploring the Possibilities and Challenges of Home Monitoring
06:32

Author Spotlight: Automated Deep Brain Stimulation for Parkinson's Disease - Exploring the Possibilities and Challenges of Home Monitoring

Published on: July 14, 2023

1.2K

相关实验视频

Last Updated: Jun 14, 2025

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

3.5K
Facilitating the Analysis of Immunological Data with Visual Analytic Techniques
10:58

Facilitating the Analysis of Immunological Data with Visual Analytic Techniques

Published on: January 2, 2011

10.1K
Author Spotlight: Automated Deep Brain Stimulation for Parkinson's Disease - Exploring the Possibilities and Challenges of Home Monitoring
06:32

Author Spotlight: Automated Deep Brain Stimulation for Parkinson's Disease - Exploring the Possibilities and Challenges of Home Monitoring

Published on: July 14, 2023

1.2K

科学领域:

  • 医疗信息学 医疗信息学
  • 数据科学教育数据科学教育
  • 临床决策支持 临床决策支持

背景情况:

  • 实践临床医生,特别是护士的数据科学教育存在差距.
  • 对数据科学方法的有限接触阻碍了医疗保健提供者利用和批评这些工具的能力.
  • 本案例报告详细介绍了一个创新的研讨会,旨在解决这一教育赤字.

研究的目的:

  • 为临床医生提供基础数据科学知识.
  • 让临床医生能够有效地为质量改进团队做出贡献.
  • 提高对机器学习和临床应用预测建模的理解.

主要方法:

  • 一个交互式研讨会,强调核心机器学习和预测建模概念.
  • 使用Python笔记本使用临床案例研究 (败血症识别,阿片类药物过量) 的实践练习.
  • 专注于与临床实践相关的实际应用和模型性能评估.

主要成果:

  • 来自不同环境的300多名参与者提供了积极的反.
  • 研讨会有效地使复杂的数据科学主题能够让临床医生接触到.
  • 在吸引临床医生使用数据科学原则方面取得了成功.

结论:

  • 研讨会的方法优先考虑吸引人的内容和实际应用,与成人学习原则保持一致.
  • 为临床医生提供数据科学知识对于导航数据驱动的医疗保健领域至关重要.
  • 该倡议为将数据科学教育纳入医疗保健信息学和专业发展提供了一个模板.