Distributed Biomarker Discovery for Immuno-Oncology
Farnoosh Abbas Aghababazadeh, Kewei Ni, Minoru Nakano, Xin Wang, Sisira Kadambat Nair, Nasim Bondar. Sahebi, Nadir Sella, Sofija S. Spasojevic, Jonas Denck, Nicolas Riesterer, Thomas Lehéricy, Auranuch Lorsakul, Ramtin Zargari Marandi, Sina Nassiri, Antoaneta Vladimirova, , Benjamin Haibe‐Kains
This paper develops a distributed pipeline for immuno-oncology biomarker discovery using federated learning to integrate clinical and molecular data across institutions without sharing sensitive data.
bioRxiv · Jul 25, 2025 · PreprintBioinformatics