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Using histopathology latent diffusion models as privacy-preserving dataset augmenters improves downstream classification performance.
Niehues JM, Müller-Franzes G, Schirris Y, Wagner SJ, Jendrusch M, Kloor M, Pearson AT, Muti HS, Hewitt KJ, Veldhuizen GP, Zigutyte L, Truhn D, Kather JN. Niehues JM, et al. Among authors: schirris y. Comput Biol Med. 2024 Jun;175:108410. doi: 10.1016/j.compbiomed.2024.108410. Epub 2024 Apr 4. Comput Biol Med. 2024. PMID: 38678938 Free article.
Generalizable biomarker prediction from cancer pathology slides with self-supervised deep learning: A retrospective multi-centric study.
Niehues JM, Quirke P, West NP, Grabsch HI, van Treeck M, Schirris Y, Veldhuizen GP, Hutchins GGA, Richman SD, Foersch S, Brinker TJ, Fukuoka J, Bychkov A, Uegami W, Truhn D, Brenner H, Brobeil A, Hoffmeister M, Kather JN. Niehues JM, et al. Among authors: schirris y. Cell Rep Med. 2023 Apr 18;4(4):100980. doi: 10.1016/j.xcrm.2023.100980. Epub 2023 Mar 22. Cell Rep Med. 2023. PMID: 36958327 Free PMC article.