The impact of laboratory automation on efficiency and accuracy in healthcare settings

Loulwah Ahmed Alhammad, Ahmad Mahmoud Ahmad, Turki Khalid Ainosah, Mohab Sameh Samarkandi, Majed Abdullah Alharthi, Ashwaq Mohammad Alsharif, Eman Ayed Al Anazi, Samar Abdulaziz Aldugeshem, Faisal Yahya Johali
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Abstract

Automated sample processing systems, such as handlers, have played a role in expediting specimen handling, especially during emergencies. Additionally, automated analyzers have contributed to increased testing efficiency by enabling high throughput screening and quicker access to information. This article explores how the use of automated technology in laboratories has greatly improved efficiency and accuracy in healthcare settings. By examining the integration of automated systems for processing samples and conducting tests this review highlights the impact automation has had on outcomes. One notable benefit is reduced turnaround times, streamlined workflows, and enhanced precision in diagnostic testing. The incorporation of laboratory information management systems (LIMS) has further improved efficiency through data integration and real-time monitoring. Accuracy is an aspect of processes, and automated systems meticulously adhere to predefined protocols, resulting in reduced error rates and consistently reliable results. The introduction of intelligence (AI) has enhanced accuracy, particularly in image analysis within the pathology and radiology fields. Effective clinical management of laboratory automation entails technology selection planning for implementation and ongoing monitoring. Interoperability between systems, continuous education on advancements, and efficient workforce management are all crucial components for successful implementation. Despite challenges faced along the way, adopting laboratory automation is essential for optimizing laboratories' workflows while delivering timely information. The review consistently affirms laboratory automation's valid influence in improving efficiency and accuracy within healthcare environments.
实验室自动化对医疗机构效率和准确性的影响
自动样本处理系统(如处理机)在加快样本处理方面发挥了作用,尤其是在紧急情况下。此外,自动化分析仪通过实现高通量筛查和更快地获取信息,为提高检测效率做出了贡献。本文探讨了实验室自动化技术的使用如何极大地提高了医疗机构的效率和准确性。通过研究处理样本和进行检测的自动化系统集成,这篇综述强调了自动化对结果的影响。其中一个显著的好处是缩短了周转时间、简化了工作流程并提高了诊断测试的精确度。实验室信息管理系统(LIMS)的采用通过数据整合和实时监控进一步提高了效率。准确性是流程的一个方面,自动化系统一丝不苟地遵守预定协议,从而降低了错误率,使结果始终可靠。智能(AI)的引入提高了准确性,特别是在病理学和放射学领域的图像分析方面。要对实验室自动化进行有效的临床管理,就必须对实施和持续监控进行技术选择规划。系统之间的互操作性、关于先进技术的持续教育以及高效的劳动力管理都是成功实施的关键要素。尽管在实施过程中会遇到各种挑战,但采用实验室自动化技术对于优化实验室的工作流程并及时提供信息至关重要。审查结果一致肯定了实验室自动化在提高医疗环境中的效率和准确性方面的有效影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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