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Inter Site Matched Interpolation

This study introduces a novel harmonization technique, Inter-Site SMOTE, which generates synthetic training data by interpolating between age- and gender-matched participants from different sites, significantly improving model generalization to unseen scanners compared to traditional methods.

Paper Nieto, N., Asati, A., Jadhav, K., & Patil, K. R. (2026). Data harmonizing via interpolation applied to brain age prediction. Discover Data, 4(1), 3. https://doi.org/10.1007/s44248-026-00100-7

Source code

https://github.com/Aditi-Asati/Interpolation-And-Brain-Age-Prediction

Implementation

  • To be implemented