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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: kern f. 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.
miRCarta: a central repository for collecting miRNA candidates.
Backes C, Fehlmann T, Kern F, Kehl T, Lenhof HP, Meese E, Keller A. Backes C, et al. Among authors: kern f. Nucleic Acids Res. 2018 Jan 4;46(D1):D160-D167. doi: 10.1093/nar/gkx851. Nucleic Acids Res. 2018. PMID: 29036653 Free PMC article.
About miRNAs, miRNA seeds, target genes and target pathways.
Kehl T, Backes C, Kern F, Fehlmann T, Ludwig N, Meese E, Lenhof HP, Keller A. Kehl T, et al. Among authors: kern f. Oncotarget. 2017 Nov 9;8(63):107167-107175. doi: 10.18632/oncotarget.22363. eCollection 2017 Dec 5. Oncotarget. 2017. PMID: 29291020 Free PMC article.
The deterministic role of 5-mers in microRNA-gene targeting.
Hart M, Kern F, Backes C, Rheinheimer S, Fehlmann T, Keller A, Meese E. Hart M, et al. Among authors: kern f. RNA Biol. 2018;15(6):819-825. doi: 10.1080/15476286.2018.1462652. Epub 2018 May 11. RNA Biol. 2018. PMID: 29749304 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: kern f. Cells. 2019 Sep 27;8(10):1162. doi: 10.3390/cells8101162. Cells. 2019. PMID: 31569706 Free PMC article.
Machine Learning to Detect Alzheimer's Disease from Circulating Non-coding RNAs.
Ludwig N, Fehlmann T, Kern F, Gogol M, Maetzler W, Deutscher S, Gurlit S, Schulte C, von Thaler AK, Deuschle C, Metzger F, Berg D, Suenkel U, Keller V, Backes C, Lenhof HP, Meese E, Keller A. Ludwig N, et al. Among authors: kern f. Genomics Proteomics Bioinformatics. 2019 Aug;17(4):430-440. doi: 10.1016/j.gpb.2019.09.004. Epub 2019 Dec 4. Genomics Proteomics Bioinformatics. 2019. PMID: 31809862 Free PMC article.
530 results