相关实验视频
Updated: May 16, 2025

08:26
Author Spotlight: Advancing Personalized Medicine in Ovarian Cancer
Published on: February 23, 2024
1.8K
使用真实世界数据对OMOPCDM在癌症研究中的采用进行了范围审查
Liwei Wang1, Andrew Wen1, Sunyang Fu1
1McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX, USA.
NPJ digital medicine
|April 6, 2025
概括
观察医学结果伙伴关系 (OMOP) 共同数据模型 (CDM) 通过分布式分析帮助癌症研究. 虽然已被采用,但需要持续开发,以便在观察性癌症研究中进行更广泛的数据整合和先进的分析.
科学领域:
- 医疗信息学 医疗信息学
- 癌症研究 癌症研究
- 观察数据分析 观察数据分析
背景情况:
- 观察医学结果伙伴关系 (OMOP) 共同数据模型 (CDM) 促进分布式网络研究.
- 了解OMOPCDM在癌症研究中的采用对于其优化至关重要.
- 癌症研究越来越依赖于大规模的观察数据分析.
研究的目的:
- 对OMOPCDM在癌症研究中的采用和应用进行范围审查.
- 在基于OMOPCDM的癌症研究中确定与数据分析和基础设施相关的主题.
- 突出增强OMOPCDM的机会,以满足未来的癌症研究需求.
主要方法:
- 使用了一个范围审查方法.
- 系统的文献搜索,以确定使用OMOPCDM在癌症研究中的相关研究.
- 基于数据分析和基础设施主题的包含文章的分类.
主要成果:
- 综述中包括了49篇独特的文章.
- 30篇文章集中在OMOPCDM中的数据分析主题上.
- 20篇文章涉及与OMOP CDM相关的基础设施主题.
结论:
- OMOP CDM 生态系统支持协作癌症研究,但需要持续开发.
- 有机会扩大疾病现场覆盖范围,整合多样化的数据源,提高数据质量.
- 为了在癌症研究中二次使用观测数据,需要改进先进的分析和多站点评估.
相关概念视频
Cancer Survival Analysis
308
Cancer survival analysis focuses on quantifying and interpreting the time from a key starting point, such as diagnosis or the initiation of treatment, to a specific endpoint, such as remission or death. This analysis provides critical insights into treatment effectiveness and factors that influence patient outcomes, helping to shape clinical decisions and guide prognostic evaluations. A cornerstone of oncology research, survival analysis tackles the challenges of skewed, non-normally...
308
Methods of Documentation II: POMR
862
The Problem-Oriented Medical Record (POMR) revolutionized medical record-keeping by introducing a systematic approach focusing on the patient's problems rather than merely listing symptoms. Dr. Lawrence Weed's introduction of this method in the 1960s marked a significant advancement in medical documentation. The POMR framework consists of four key components: the database, problem list, plan of care, and progress notes.
862
Mouse Models of Cancer Study
5.5K
Mice have long served as models for studying human biology and pathology because of their phylogenetic and physiological similarity with humans. They are also easy to maintain and breed in the laboratory, and hence, many inbred strains are now available for research. Studies on mice have contributed immeasurably to our understanding of cancer biology.
The development of transgenic, knockout, and knock-in mice has led to an exponential increase in their use as model organisms in research,...
The development of transgenic, knockout, and knock-in mice has led to an exponential increase in their use as model organisms in research,...
5.5K
Combination Therapies and Personalized Medicine
4.8K
Combining two or more treatment methods increases the life span of cancer patients while reducing damage to vital organs or tissue from the overuse of a single treatment. Combination therapy also targets different cancer-inducing pathways, thus reducing the chances of developing resistance to treatment.
The combination of the drug acetazolamide and sulforaphane is a good example of combination therapy to treat cancer. The cells in the interior of a large tumor often die due to the hypoxic and...
The combination of the drug acetazolamide and sulforaphane is a good example of combination therapy to treat cancer. The cells in the interior of a large tumor often die due to the hypoxic and...
4.8K

