Enhancing the Utility of Privacy-Preserving Cancer Classification Using Synthetic Data

Richard Osuala, Daniel Lang 0003, Anneliese Riess, Georgios Kaissis, Zuzanna Szafranowska, Grzegorz Skorupko, Oliver Díaz, Julia A. Schnabel, Karim Lekadir. Enhancing the Utility of Privacy-Preserving Cancer Classification Using Synthetic Data. In Ritse M. Mann, Tianyu Zhang, Tao Tan, Luyi Han, Danial Truhn, Shuo Li 0001, Yuan Gao, Shannon Doyle, Robert Martí Marly, Jakob Nikolas Kather, Katja Pinker-Domenig, Shandong Wu, Geert Litjens 0001, editors, Artificial Intelligence and Imaging for Diagnostic and Treatment Challenges in Breast Care - First Deep Breast Workshop, Deep-Breath 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings. Volume 15451 of Lecture Notes in Computer Science, pages 54-64, Springer, 2024. [doi]

Abstract

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