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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. 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.
High-throughput screening identified inherited genetic variations in the EGFR pathway contributing to skin toxicity of EGFR inhibitors.
Hasheminasab SM, Tzvetkov MV, Schumann C, Rüdiger S, Boeck S, Heinemann V, Kächele V, Steffens M, Scholl C, Hichert V, Seufferlein T, Brockmöller J, Stingl JC. Hasheminasab SM, et al. Among authors: stingl jc. Pharmacogenomics. 2015;16(14):1605-19. doi: 10.2217/pgs.15.97. Epub 2015 Sep 30. Pharmacogenomics. 2015. PMID: 26419366
Medical education in pharmacogenomics-results from a survey on pharmacogenetic knowledge in healthcare professionals within the European pharmacogenomics clinical implementation project Ubiquitous Pharmacogenomics (U-PGx).
Just KS, Steffens M, Swen JJ, Patrinos GP, Guchelaar HJ, Stingl JC. Just KS, et al. Among authors: stingl jc. Eur J Clin Pharmacol. 2017 Oct;73(10):1247-1252. doi: 10.1007/s00228-017-2292-5. Epub 2017 Jul 2. Eur J Clin Pharmacol. 2017. PMID: 28669097 Free PMC article.
145 results