Privacy Preserving Validation on Generalizability of Risk Prediction
Presented by Yuanlin Feng Masters Candidate in Biostatistics Plan B Adviser: Dr. Jue Hou Risk models developed on large research cohorts must be validated on external healthcare systems before guiding local clinical practice, yet validation sites often cannot share individual-level data and repeated interactive evaluation is often impractical. We propose a privacy-preserving, communication-efficient federated validation…
