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John J L Jacobs¹, Inés Beekers¹, Inge Verkouter¹

¹Clinical Care & Research, ORTEC B.V., Zoetermeer, The Netherlands.

PLOS digital health

|January 9, 2025

概括

LogiqSuite是一个经过认证的医疗数据管理系统 (MedDMS),专为精密医学而设计. 它支持实时数据分析和合规,在各种医疗领域增强患者护理,研究和AI开发.

科学领域:

精准医学和先进的医疗数据管理系统 (MedDMS).
软件解决方案用于精准医学中的患者护理,研究和数据科学.

背景情况:

精准医学要求先进的MedDMS能够处理多站点数据,实时同步和隐私合规.
现有的系统可能缺乏复杂的精准医学工作流程所需的适应性和集成性.

研究的目的:

描述和评估LogiqSuite软件解决方案作为精密医学的MedDMS.
评估LogiqSuite在各种用例中的功能,包括数据收集,算法开发和现实世界的数据集成.

主要方法:

在七个精准医学数据科学项目中对LogiqSuite的评估.
案例研究包括医院前分组,心血管疾病,肺病学,瘤学和长期COVID研究.
评估LogiqSuite在电子病例报告表 (eCRF),数据集成,机器学习模型开发和临床决策支持 (CDS) 的功能.

主要成果:

LogiqSuite展示了长期COVID和肺部疾病 (P4O2联盟) 的实时数据管理和分析.
通过数据集成,促进了急性髓性白血病研究的描述性分析.
支持伪名的CAR-T细胞生产和用于瘤学预测模型的机器学习 (AIDPATH项目).
启用CDS数据的实时记录,用于心血管风险管理 (U-Prevent) 和医院前分拣 (中风分拣应用).

结论:

LogiqSuite有效地支持多中心研究,数据分析,人工智能算法设计和精密医学中的真实数据监控.
集成的MedDMS应用程序增强了医疗护理和精准医学研究的数据管理.
LogiqSuite经过认证,符合国际医疗数据和隐私立法,确保安全可靠的数据处理.

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