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Methodological research with the help of IOTA data and/or funding

Methodological research with the help of IOTA data and/or funding

On this page you can find an overview of methodological research in the fields of medical statistics, epidemiology, bioinformatics, and machine learning that has been conducted. IOTA was involved in this work through the use of data and/or the funding of researchers.

  • Validation of model performance (binary outcomes)
  • Development and validation of multicategory risk prediction models
  • Risk prediction models using multicenter data
  • Model visualization
  • Interpretable machine learning risk models and rule extraction
  • Machine learning
  • Methods in bioinformatics
  • Data collection with Clinical Data Miner

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