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Swarm Learning for decentralized and confidential clinical machine learning.
Warnat-Herresthal S, Schultze H, Shastry KL, Manamohan S, Mukherjee S, Garg V, Sarveswara R, Händler K, Pickkers P, Aziz NA, Ktena S, Tran F, Bitzer M, Ossowski S, Casadei N, Herr C, Petersheim D, Behrends U, Kern F, Fehlmann T, Schommers P, Lehmann C, Augustin M, Rybniker J, Altmüller J, Mishra N, Bernardes JP, Krämer B, Bonaguro L, Schulte-Schrepping J, De Domenico E, Siever C, Kraut M, Desai M, Monnet B, Saridaki M, Siegel CM, Drews A, Nuesch-Germano M, Theis H, Heyckendorf J, Schreiber S, Kim-Hellmuth S; COVID-19 Aachen Study (COVAS); Nattermann J, Skowasch D, Kurth I, Keller A, Bals R, Nürnberg P, Rieß O, Rosenstiel P, Netea MG, Theis F, Mukherjee S, Backes M, Aschenbrenner AC, Ulas T; Deutsche COVID-19 Omics Initiative (DeCOI); Breteler MMB, Giamarellos-Bourboulis EJ, Kox M, Becker M, Cheran S, Woodacre MS, Goh EL, Schultze JL. Warnat-Herresthal S, et al. Among authors: herr c. Nature. 2021 Jun;594(7862):265-270. doi: 10.1038/s41586-021-03583-3. Epub 2021 May 26. Nature. 2021. PMID: 34040261 Free PMC article.
Genome-wide MicroRNA Expression Profiles in COPD: Early Predictors for Cancer Development.
Keller A, Fehlmann T, Ludwig N, Kahraman M, Laufer T, Backes C, Vogelmeier C, Diener C, Biertz F, Herr C, Jörres RA, Lenhof HP, Meese E, Bals R; COSYCONET Study Group. Keller A, et al. Among authors: herr c. Genomics Proteomics Bioinformatics. 2018 Jun;16(3):162-171. doi: 10.1016/j.gpb.2018.06.001. Epub 2018 Jul 5. Genomics Proteomics Bioinformatics. 2018. PMID: 29981854 Free PMC article.
Low miR-150-5p and miR-320b Expression Predicts Reduced Survival of COPD Patients.
Keller A, Ludwig N, Fehlmann T, Kahraman M, Backes C, Kern F, Vogelmeier CF, Diener C, Fischer U, Biertz F, Herr C, Jörres RA, Lenhof HP, Bals R, Meese E. Keller A, et al. Among authors: herr c. Cells. 2019 Sep 27;8(10):1162. doi: 10.3390/cells8101162. Cells. 2019. PMID: 31569706 Free PMC article.
245 results