Dies ist eine Übersichtsseite mit Metadaten zu dieser wissenschaftlichen Arbeit. Der vollständige Artikel ist beim Verlag verfügbar.
ICT Tools for Registry Research: A Market Survey
1
Zitationen
2
Autoren
2022
Jahr
Abstract
Registries in health research are complex systems requiring a diverse infrastructure with information and communications technology tools (ICT tools) for manifold tasks. Those tools should support not only data management but also several core and accompanying processes. Recent trends in registry research also need to be taken into account. Thirty-five vendors, suppliers, and experts were included in a survey on ICT tools for registries and cohorts. Information from 28 tools was available for a preliminary analysis. In comparison to 2015 and 2018, coverage of core processes such as registry development or data analysis and utilization increased from below 40% to 39% and higher. Recording patient-reported information and linkage to other data collections was well covered. However, near-patient trends were less supported. The market offers a rich selection of commercial and non-commercial ICT tools for registry research. Due to the manifold offers available from the market, in-house developed software should be an absolute exception.
Ähnliche Arbeiten
Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI
2019 · 8.250 Zit.
Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead
2019 · 8.109 Zit.
High-performance medicine: the convergence of human and artificial intelligence
2018 · 7.482 Zit.
Proceedings of the 19th International Joint Conference on Artificial Intelligence
2005 · 5.776 Zit.
Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI)
2018 · 5.434 Zit.