2 papers
q-bio.QM2026
Fed-ComBat: A Generalized Federated Framework for Batch Effect Harmonization in Collaborative Studies
Santiago Silva, Ghiles Reguig, Neil P Oxtoby +2
The use of multi-centric analyses is crucial for obtaining sufficient sample sizes and representative clinical populations in experimental studies. In this setting, data harmonizat…
stat.ML2025
Federated Learning in Distributed Medical Databases: Meta-Analysis of Large-Scale Subcortical Brain Data
Santiago Silva, Boris Gutman, Eduardo Romero +3
At this moment, databanks worldwide contain brain images of previously unimaginable numbers. Combined with developments in data science, these massive data provide the potential to…