我们如何通过复制和仓储利用数据来满足血液采集和输血服务的需求?
Justin E Juskewitch1, Lynne Briggs2, Jenna Khan3
1Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota, USA.
Transfusion
|April 23, 2024
概括
数据复制增强了从临床信息系统获得献血者和产品数据的机会. 这使得先进的分析能够为更好的患者护理和实验室操作提供帮助.
科学领域:
- 医疗信息学 医疗信息学
- 数据管理数据管理
- 生物信息学是一种生物信息学.
背景情况:
- 血液机构计算机系统 (BCTS) 和临床信息系统 (CIS) 产生必要的电子数据.
- 在CIS中的数据往往无法用于像机器学习和人工智能这样的二次用途.
- 数据复制为改善数据可访问性提供了一个解决方案.
研究的目的:
- 探索数据复制对血液采集和输血服务 (BCTS) 的实用性.
- 为了确定用例,并证明数据复制在BCTS中的价值.
- 展示数据复制如何增强临床和运营需求.
主要方法:
- 从AABB信息系统委员会成员和IT专业人员那里收集了多机构的观点.
- 研究了用于数据复制的BCTS特定的用例.
- 分析了利用数据复制的信息学解决方案的案例研究.
主要成果:
- 确定了六个数据复制的用例,包括实验室工作人员的数据仓库.
- BCTS示例在可视化关键库存 (例如,O型红细胞,HLA兼容血小板) 中表现出价值.
- 案例研究表明,通过工作负载报告来优化人员配置,并通过定位服务改善血液获取.
结论:
- 数据复制和仓储显著提高BCTS的分析能力.
- 这些技术可以访问CIS中原生不可用的数据.
- 改进数据可访问性导致改善患者护理和实验室操作.
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
Bone Marrow Sampling and Transplants
326
Bone marrow transplant is a potential cure for several diseases, including cancer and specific genetic disorders. Notably, this procedure is applicable for patients suffering from aplastic anemia, certain types of leukemia, severe combined immunodeficiency disease (SCID), Hodgkin's disease, non-Hodgkin's lymphoma, multiple myeloma, thalassemia, sickle-cell disease, and certain cancers.
The transplant begins with high doses of chemotherapy and radiation treatment, which aim to destroy...
The transplant begins with high doses of chemotherapy and radiation treatment, which aim to destroy...
326
Blood Transfusion and Agglutination
10.8K
Blood transfusion is a therapeutic measure to restore the blood volume after extensive blood loss due to an accident or a medical procedure. Blood transfusion involves drawing a certain amount of blood from a suitable donor and infusing it into the recipient.
History
The history of blood transfusion dates back to the 17th century, when early attempts were made in animals. In 1818 James Blundell, a British doctor, performed the first successful human blood transfusion. Later in 1900, Karl...
History
The history of blood transfusion dates back to the 17th century, when early attempts were made in animals. In 1818 James Blundell, a British doctor, performed the first successful human blood transfusion. Later in 1900, Karl...
10.8K


