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Deep Learning for Biomarker Discovery in Cancer Genomes.
Unger M, Loeffler CML, Žigutytė L, Sainath S, Lenz T, Vibert J, Mock A, Fröhling S, Graham TA, Carrero ZI, Kather JN. Unger M, et al. Among authors: zigutyte l. bioRxiv [Preprint]. 2025 Jan 8:2025.01.06.631471. doi: 10.1101/2025.01.06.631471. bioRxiv. 2025. PMID: 39829845 Free PMC article. Preprint.
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: zigutyte l. 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.