Required Framework for the Collection of Real-life Data: An Example from University Eye Hospital Munich

被引:8
|
作者
Kortuem, Karsten [1 ,2 ]
Kern, Christoph [1 ]
Meyer, Gerhard [3 ]
Priglinger, Siegfried [1 ]
Hirneiss, Christoph [1 ]
机构
[1] LMU, Klinikum Univ Munchen, Augenklin, Mathildenstr 8, D-80336 Munich, Germany
[2] Moorfields Eye Hosp, Med Retina, London, England
[3] Klinikum Univ Munchen, Munich, Germany
关键词
information technology; legal; database; big data; machine learning; artificial intelligence; THERAPY; AMD;
D O I
10.1055/s-0043-115900
中图分类号
R77 [眼科学];
学科分类号
100212 ;
摘要
Background The importance of evaluating real-life data is constantly increasing. Currently available computer systems better allow for analyses of data, as more and more data is available in a digital form. Before a project for real-life data analyses is started, technical considerations and staff, legal, and data protection procedures need to be addressed. In this manuscript, experiences made at the University Eye Hospital in Munich will be shared. Materials and Methods Legal requirements, as found in laws and guidelines governing documentation and data privacy, are highlighted. Technical requirements for information technology infrastructure and software are defined. A survey conducted by the German Ophthalmological Society, among German eye hospitals investigating the current state of digitalization, was conducted. Also, staff requirements are outlined. Results A database comprising results of 330,801 patients was set up. It includes all diagnoses, procedures, clinical findings and results fromdiagnostic devices. This database was approved by the local data protection officer. In less than half of German eye hospitals (n = 21) that participated in the survey (n = 54), a complete electronic documentation is done. Fourteen institutions are completely paper-based, and the remainder of the hospitals used a mixed system. Conclusion In this work, we examined the framework that is required to develop a comprehensive database containing real-life data from clinics. In future, these databases will become increasingly important as more and more innovation are made in decision support systems. The base for this is comprehensive and well-curated databases.
引用
收藏
页码:1477 / 1482
页数:6
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