Correlation constraints for regression models: controlling bias in brain age prediction

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  • who: Matthias S. Treder from the School of Computer Science and Informatics, Cardiff University, Cardiff, United Kingdom, Department of Mathematics and have published the Article: Correlation Constraints for Regression Models: Controlling Bias in Brain Age Prediction, in the Journal: (JOURNAL)
  • what: The aim of this study was to address these points by introducing modifications to three different regression models (Linear, Ridge and Kernel Ridge regression). In Section 2.5 the authors develop the approach by adding correlation constraints to the model training stage that allow for a precise control of ADC. In Section 2.7 . . .

     

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