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The Concept of a Versatile Computing Tool Chain for Utilizing the Core Data Set of the Medical Informatics Initiative in the INTERPOLAR Project.

Sebastian StäubertAlexander StrübingFlorian SchmidtMaryam Yahiaoui-DoktorMatthias ReuscheFrank MeinekeDaniel NeumannMarkus Loeffler
Published in: Studies in health technology and informatics (2024)
Other solutions are conceivable. Our solution utilizes the advantages of an SQL database. This enables flexible and direct processing of the stored data using established analysis methods. Due to the modularization, adjustments can be made so that it can be used in other projects. We are planning further developments to support pseudonymization and data sharing. Initial experience is being gathered. An evaluation is pending and planned.
Keyphrases
  • electronic health record
  • quality improvement
  • big data
  • healthcare
  • data analysis
  • machine learning
  • artificial intelligence
  • deep learning