Bogowicz, Marta; Jochems, Arthur; Deist, Timo M; Tanadini-Lang, Stephanie; Huang, Shao Hui; Chan, Biu; Waldron, John N; Bratman, Scott; O'Sullivan, Brian; Riesterer, Oliver; Studer, Gabriela; Unkelbach, Jan; Barakat, Samir; Brakenhoff, Ruud H; Nauta, Irene; Gazzani, Silvia E; Calareso, Giuseppina; Scheckenbach, Kathrin; Hoebers, Frank; Wesseling, Frederik W R; Keek, Simon; Sanduleanu, Sebastian; Leijenaar, Ralph T H; Vergeer, Marije R; Leemans, C René; Terhaard, Chris H J; van den Brekel, Michiel W M; Hamming-Vrieze, Olga; van der Heijden, Martijn A; Elhalawani, Hesham M; Fuller, Clifton D; Guckenberger, Matthias; Lambin, Philippe
(Nature Publishing Group, 2020-12-01)
A major challenge in radiomics is assembling data from multiple centers. Sharing data between hospitals is restricted by legal and ethical regulations. Distributed learning is a technique, enabling training models on ...