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CellViT: Vision Transformers for precise cell segmentation and classification.
Hörst F, Rempe M, Heine L, Seibold C, Keyl J, Baldini G, Ugurel S, Siveke J, Grünwald B, Egger J, Kleesiek J. Hörst F, et al. Among authors: keyl j. Med Image Anal. 2024 May;94:103143. doi: 10.1016/j.media.2024.103143. Epub 2024 Mar 16. Med Image Anal. 2024. PMID: 38507894 Free article.
Prognostic value of deep learning-derived body composition in advanced pancreatic cancer-a retrospective multicenter study.
Keyl J, Bucher A, Jungmann F, Hosch R, Ziller A, Armbruster R, Malkomes P, Reissig TM, Koitka S, Tzianopoulos I, Keyl P, Kostbade K, Albers D, Markus P, Treckmann J, Nassenstein K, Haubold J, Makowski M, Forsting M, Baba HA, Kasper S, Siveke JT, Nensa F, Schuler M, Kaissis G, Kleesiek J, Braren R. Keyl J, et al. ESMO Open. 2024 Jan;9(1):102219. doi: 10.1016/j.esmoop.2023.102219. Epub 2024 Jan 8. ESMO Open. 2024. PMID: 38194881 Free PMC article.
Bispecific antibodies redirect synthetic agonistic receptor modified T cells against melanoma.
Märkl F, Benmebarek MR, Keyl J, Cadilha BL, Geiger M, Karches C, Obeck H, Schwerdtfeger M, Michaelides S, Briukhovetska D, Stock S, Jobst J, Müller PJ, Majed L, Seifert M, Klüver AK, Lorenzini T, Grünmeier R, Thomas M, Gottschlich A, Klaus R, Marr C, von Bergwelt-Baildon M, Rothenfusser S, Levesque MP, Heppt MV, Endres S, Klein C, Kobold S. Märkl F, et al. Among authors: keyl j. J Immunother Cancer. 2023 May;11(5):e006436. doi: 10.1136/jitc-2022-006436. J Immunother Cancer. 2023. PMID: 37208128 Free PMC article.
Deep learning-based assessment of body composition and liver tumour burden for survival modelling in advanced colorectal cancer.
Keyl J, Hosch R, Berger A, Ester O, Greiner T, Bogner S, Treckmann J, Ting S, Schumacher B, Albers D, Markus P, Wiesweg M, Forsting M, Nensa F, Schuler M, Kasper S, Kleesiek J. Keyl J, et al. J Cachexia Sarcopenia Muscle. 2023 Feb;14(1):545-552. doi: 10.1002/jcsm.13158. Epub 2022 Dec 21. J Cachexia Sarcopenia Muscle. 2023. PMID: 36544260 Free PMC article.
Multimodal survival prediction in advanced pancreatic cancer using machine learning.
Keyl J, Kasper S, Wiesweg M, Götze J, Schönrock M, Sinn M, Berger A, Nasca E, Kostbade K, Schumacher B, Markus P, Albers D, Treckmann J, Schmid KW, Schildhaus HU, Siveke JT, Schuler M, Kleesiek J. Keyl J, et al. ESMO Open. 2022 Oct;7(5):100555. doi: 10.1016/j.esmoop.2022.100555. Epub 2022 Aug 18. ESMO Open. 2022. PMID: 35988455 Free PMC article.