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Page 1
An open-source framework for end-to-end analysis of electronic health record data.
Heumos L, Ehmele P, Treis T, Upmeier Zu Belzen J, Roellin E, May L, Namsaraeva A, Horlava N, Shitov VA, Zhang X, Zappia L, Knoll R, Lang NJ, Hetzel L, Virshup I, Sikkema L, Curion F, Eils R, Schiller HB, Hilgendorff A, Theis FJ. Heumos L, et al. Among authors: upmeier zu belzen j. Nat Med. 2024 Nov;30(11):3369-3380. doi: 10.1038/s41591-024-03214-0. Epub 2024 Sep 12. Nat Med. 2024. PMID: 39266748 Free PMC article.
Metabolomic profiles predict individual multidisease outcomes.
Buergel T, Steinfeldt J, Ruyoga G, Pietzner M, Bizzarri D, Vojinovic D, Upmeier Zu Belzen J, Loock L, Kittner P, Christmann L, Hollmann N, Strangalies H, Braunger JM, Wild B, Chiesa ST, Spranger J, Klostermann F, van den Akker EB, Trompet S, Mooijaart SP, Sattar N, Jukema JW, Lavrijssen B, Kavousi M, Ghanbari M, Ikram MA, Slagboom E, Kivimaki M, Langenberg C, Deanfield J, Eils R, Landmesser U. Buergel T, et al. Among authors: upmeier zu belzen j. Nat Med. 2022 Nov;28(11):2309-2320. doi: 10.1038/s41591-022-01980-3. Epub 2022 Sep 22. Nat Med. 2022. PMID: 36138150 Free PMC article.
Effects of Label Noise on Deep Learning-Based Skin Cancer Classification.
Hekler A, Kather JN, Krieghoff-Henning E, Utikal JS, Meier F, Gellrich FF, Upmeier Zu Belzen J, French L, Schlager JG, Ghoreschi K, Wilhelm T, Kutzner H, Berking C, Heppt MV, Haferkamp S, Sondermann W, Schadendorf D, Schilling B, Izar B, Maron R, Schmitt M, Fröhling S, Lipka DB, Brinker TJ. Hekler A, et al. Among authors: upmeier zu belzen j. Front Med (Lausanne). 2020 May 6;7:177. doi: 10.3389/fmed.2020.00177. eCollection 2020. Front Med (Lausanne). 2020. PMID: 32435646 Free PMC article.
Computational design of anti-CRISPR proteins with improved inhibition potency.
Mathony J, Harteveld Z, Schmelas C, Upmeier Zu Belzen J, Aschenbrenner S, Sun W, Hoffmann MD, Stengl C, Scheck A, Georgeon S, Rosset S, Wang Y, Grimm D, Eils R, Correia BE, Niopek D. Mathony J, et al. Among authors: upmeier zu belzen j. Nat Chem Biol. 2020 Jul;16(7):725-730. doi: 10.1038/s41589-020-0518-9. Epub 2020 Apr 13. Nat Chem Biol. 2020. PMID: 32284602