Effects of Non-IID Distributions in Lung Cancer Data on Survival Prediction with Federated Ensemble Learning

Linus Weber, Anne-Christin Hauschild, Michael Altenbuchinger, Ulrich Sax, Jonas Hügel. Effects of Non-IID Distributions in Lung Cancer Data on Survival Prediction with Federated Ensemble Learning. In Mauro Giacomini, Jaime Delgado, Theodoros N. Arvanitis, Elisavet Andrikopoulou, Arriel Benis, Gabriella Balestra, Riccardo Bellazzi, Parisis Gallos, Roberto Gatta, Daniele Roberto Giacobbe, Noemi Giordano, Maria Hägglund, Lars Lindsköld, Lenka Lhotská, Sara Marceglia, Enea Parimbelli, Lucia Sacchi, Paolo Soda, Lacramioara Stoicu-Tivadar, Pierangelo Veltri, Patrizia Vizza, editors, Opening the Personal Gate between Technology and Health Care - Proceedings of MIE 2026, Genova, Italy, 25-28 May 2026. Volume 336 of Studies in Health Technology and Informatics, pages 98-102, IOS Press, 2026. [doi]

Abstract

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