Best variable identification by means of data-mining and cooperative game theory

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Stefan Bruch, Lisa Ernst, Mareike Schulz, Leonie Zieglowski, René Tolba

Published: 01 Jan 2021, Last Modified: 22 Sept 2025J. Biomed. Informatics 2021EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Collaborative databases accumulate data and allow re-usage for large scale analyses.•Identification of expressive variables to assess treatment effects is intended.•Variable expressiveness ranking is performed by data mining.•Variable relevance weighting is based on data mining results.