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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: veldhuizen gp. Comput Biol Med. 2024 Jun;175:108410. doi: 10.1016/j.compbiomed.2024.108410. Epub 2024 Apr 4. Comput Biol Med. 2024. PMID: 38678938
Direct image to subtype prediction for brain tumors using deep learning.
Hewitt KJ, Löffler CML, Muti HS, Berghoff AS, Eisenlöffel C, van Treeck M, Carrero ZI, El Nahhas OSM, Veldhuizen GP, Weil S, Saldanha OL, Bejan L, Millner TO, Brandner S, Brückmann S, Kather JN. Hewitt KJ, et al. Among authors: veldhuizen gp. Neurooncol Adv. 2023 Nov 1;5(1):vdad139. doi: 10.1093/noajnl/vdad139. eCollection 2023 Jan-Dec. Neurooncol Adv. 2023. PMID: 38106649 Free PMC article.
Prediction models for hormone receptor status in female breast cancer do not extend to males: further evidence of sex-based disparity in breast cancer.
Chatterji S, Niehues JM, van Treeck M, Loeffler CML, Saldanha OL, Veldhuizen GP, Cifci D, Carrero ZI, Abu-Eid R, Speirs V, Kather JN. Chatterji S, et al. Among authors: veldhuizen gp. NPJ Breast Cancer. 2023 Nov 8;9(1):91. doi: 10.1038/s41523-023-00599-y. NPJ Breast Cancer. 2023. PMID: 37940649 Free PMC article.
17 results