在OnetoMap的元数据:通过研究进行医疗保健分析
Nadayca Mateussi1, Haroon Janjua2, Emily A Grimsley2
1SporeData, Durham, USA.
Cureus
|September 13, 2024
概括
OnetoMap元数据库集中了医疗保健数据,提高了研究效率和可访问性. 这个大数据工具有助于定位和链接各种数据集,以加速发现.
科学领域:
- 医疗大数据分析 医疗大数据分析
- 临床研究信息学 临床研究信息学
- 医学中的数据管理.
背景情况:
- 大数据对医疗保健研究的影响是由数量,真实性和多样性来定义的.
- 该OnetoMap元数据存储库是与南佛罗里达大学外科部门合作开发的.
研究的目的:
- 创建医疗保健数据库的集中库存,以便研究人员有效访问.
- 使研究人员能够找到和链接相关数据集,以改善研究设计和结果.
主要方法:
- 开发了一个元数据存储库,详细说明数据库的目的,变量和研究应用.
- 使用标准化标准 (数据类型,来源,收集方法) 来描述数据集.
- 在GitHub上托管存储库,用于版本控制,协作和开放访问.
主要成果:
- 目前,OnetoMap描述了49个数据集,并且正在不断扩展.
- 数据集包括来自索赔,注册,电子健康记录和调查的横截面和纵向数据.
- 搜索功能和分类可以提高数据集的可查性.
结论:
- 该存储库通过提供全面的患者,社会经济和实践数据来促进细微的干预,并解决复杂的医疗保健需求.
- 通过集中,多样化的数据访问,OnetoMap促进跨学科研究,加速发现.
- 未来的改进包括自动更新,数据集链接和协作工具,以进一步推进医疗保健成果研究.
更多相关视频
08:51Author Spotlight: Integrated Multi-Omics Analysis for Unveiling Multicellular Immune Signatures in Clinical Heart Attack Cohorts
Published on: September 20, 2024
1.2K
07:11Author Spotlight: Emerging Technologies and Advanced Tools for Decoding Metabolomics Data Analysis
Published on: November 10, 2023
2.2K
相关概念视频
Issues And Trends In Healthcare Delivery System
5.6K
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...
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
5.6K
Health Information Technology and Healthcare Information System
811
Health Information Technology (HIT)
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
811
Documentation in Long-Term and Home Healthcare Setting
875
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
Long-Term Care Facilities
875
Statistical Software for Data Analysis and Clinical Trials
517
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...
517
Steps in Outbreak Investigation
114
In the ever-evolving field of public health, statistical analysis serves as a cornerstone for understanding and managing disease outbreaks. By leveraging various statistical tools, health professionals can predict potential outbreaks, analyze ongoing situations, and devise effective responses to mitigate impact. For that to happen, there are a few possible stages of the analysis:
114
Biostatistics: Overview
227
Biostatistics plays a crucial role in understanding and analyzing data in healthcare and biology. Biostatisticians conduct experiments, gather evidence, and draw meaningful conclusions using statistical methods and techniques. Different variables form the foundation of biostatistical analysis, allowing researchers to understand and interpret data effectively. These variables are classified into different types, each serving a specific purpose in statistical analysis.
Discrete variables are...
Discrete variables are...
227
