Swarm Learning for decentralized and confidential clinical machine learning

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Swarm Learning for decentralized and confidential clinical machine learning

Author: Warnat-Herresthal, Stefanie; Schultze, Hartmut; Shastry, Krishnaprasad Lingadahalli; Manamohan, Sathyanarayanan; Mukherjee, Saikat; Garg, Vishesh; Sarveswara, Ravi; Haendler, Kristian; Pickkers, Peter; Aziz, N. Ahmad; Ktena, Sofia; Tran, Florian; Bitzer, Michael; Ossowski, Stephan; Casadei, Nicolas; Herr, Christian; Petersheim, Daniel; Behrends, Uta; Kern, Fabian; Fehlmann, Tobias; Schommers, Philipp; Lehmann, Clara; Augustin, Max; Rybniker, Jan; Altmueller, Janine; Mishra, Neha; Bernardes, Joana P.; Kraemer, Benjamin; Bonaguro, Lorenzo; Schulte-Schrepping, Jonas; De Domenico, Elena; Siever, Christian; Kraut, Michael; Desai, Milind; Monnet, Bruno; Saridaki, Maria; Siegel, Charles Martin; Drews, Anna; Nuesch-Germano, Melanie; Theis, Heidi; Heyckendorf, Jan; Schreiber, Stefan; Kim-Hellmuth, Sarah; Nattermann, Jacob; Skowasch, Dirk; Kurth, Ingo; Keller, Andreas; Bals, Robert; Nuernberg, Peter; Riess, Olaf; Rosenstiel, Philip; Netea, Mihai G.; Theis, Fabian; Mukherjee, Sach; Backes, Michael; Aschenbrenner, Anna C.; Ulas, Thomas; Breteler, Monique M. B.; Giamarellos-Bourboulis, Evangelos J.; Kox, Matthijs; Becker, Matthias; Cheran, Sorin; Woodacre, Michael S.; Goh, Eng Lim; Schultze, Joachim L.
Tübinger Autor(en):
Bitzer, Michael
Ossowski, Stephan
Casadei, Nicolas
Rieß, Olaf
Published in: Nature (2021), Bd. 594, H. 7862, S. 265-270
Verlagsangabe: Nature Research
Language: English
Full text: http://dx.doi.org/10.1038/s41586-021-03583-3
ISSN: 1476-4687
DDC Classifikation: 500 - Natural sciences and mathematics
Dokumentart: Article
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