Kyungsu Lee

Human-Centered Personalization in Radiology AI: Evaluating Trust, Usability, and Cross-Hospital Robustness

AI has advanced radiology, yet variability across hospitals and devices undermines reliability and trust. We present a federated learning framework that combines frequency-domain harmonization and instruction-conditioned personalization to deliver consistent and interpretable diagnostic outcomes. Using FFT-based recon…