Swarm Learning for decentralized and confidential clinical machine learning

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.

dc.contributor.author	Bitzer, Michael
dc.contributor.author	Ossowski, Stephan
dc.contributor.author	Casadei, Nicolas
dc.contributor.author	Rieß, Olaf
dc.date.accessioned	2021-11-30T10:48:49Z
dc.date.available	2021-11-30T10:48:49Z
dc.date.issued	2021
dc.identifier.issn	1476-4687
dc.identifier.uri	http://hdl.handle.net/10900/121105
dc.language.iso	en	de_DE
dc.publisher	Nature Research	de_DE
dc.relation.uri	http://dx.doi.org/10.1038/s41586-021-03583-3	de_DE
dc.subject.ddc	500	de_DE
dc.title	Swarm Learning for decentralized and confidential clinical machine learning	de_DE
dc.type	Article	de_DE
utue.quellen.id	20210824232002_01098
utue.publikation.seiten	265-270	de_DE
utue.personen.roh	Warnat-Herresthal, Stefanie
utue.personen.roh	Schultze, Hartmut
utue.personen.roh	Shastry, Krishnaprasad Lingadahalli
utue.personen.roh	Manamohan, Sathyanarayanan
utue.personen.roh	Mukherjee, Saikat
utue.personen.roh	Garg, Vishesh
utue.personen.roh	Sarveswara, Ravi
utue.personen.roh	Haendler, Kristian
utue.personen.roh	Pickkers, Peter
utue.personen.roh	Aziz, N. Ahmad
utue.personen.roh	Ktena, Sofia
utue.personen.roh	Tran, Florian
utue.personen.roh	Bitzer, Michael
utue.personen.roh	Ossowski, Stephan
utue.personen.roh	Casadei, Nicolas
utue.personen.roh	Herr, Christian
utue.personen.roh	Petersheim, Daniel
utue.personen.roh	Behrends, Uta
utue.personen.roh	Kern, Fabian
utue.personen.roh	Fehlmann, Tobias
utue.personen.roh	Schommers, Philipp
utue.personen.roh	Lehmann, Clara
utue.personen.roh	Augustin, Max
utue.personen.roh	Rybniker, Jan
utue.personen.roh	Altmueller, Janine
utue.personen.roh	Mishra, Neha
utue.personen.roh	Bernardes, Joana P.
utue.personen.roh	Kraemer, Benjamin
utue.personen.roh	Bonaguro, Lorenzo
utue.personen.roh	Schulte-Schrepping, Jonas
utue.personen.roh	De Domenico, Elena
utue.personen.roh	Siever, Christian
utue.personen.roh	Kraut, Michael
utue.personen.roh	Desai, Milind
utue.personen.roh	Monnet, Bruno
utue.personen.roh	Saridaki, Maria
utue.personen.roh	Siegel, Charles Martin
utue.personen.roh	Drews, Anna
utue.personen.roh	Nuesch-Germano, Melanie
utue.personen.roh	Theis, Heidi
utue.personen.roh	Heyckendorf, Jan
utue.personen.roh	Schreiber, Stefan
utue.personen.roh	Kim-Hellmuth, Sarah
utue.personen.roh	Nattermann, Jacob
utue.personen.roh	Skowasch, Dirk
utue.personen.roh	Kurth, Ingo
utue.personen.roh	Keller, Andreas
utue.personen.roh	Bals, Robert
utue.personen.roh	Nuernberg, Peter
utue.personen.roh	Riess, Olaf
utue.personen.roh	Rosenstiel, Philip
utue.personen.roh	Netea, Mihai G.
utue.personen.roh	Theis, Fabian
utue.personen.roh	Mukherjee, Sach
utue.personen.roh	Backes, Michael
utue.personen.roh	Aschenbrenner, Anna C.
utue.personen.roh	Ulas, Thomas
utue.personen.roh	Breteler, Monique M. B.
utue.personen.roh	Giamarellos-Bourboulis, Evangelos J.
utue.personen.roh	Kox, Matthijs
utue.personen.roh	Becker, Matthias
utue.personen.roh	Cheran, Sorin
utue.personen.roh	Woodacre, Michael S.
utue.personen.roh	Goh, Eng Lim
utue.personen.roh	Schultze, Joachim L.
dcterms.isPartOf.ZSTitelID	Nature	de_DE
dcterms.isPartOf.ZS-Issue	7862	de_DE
dcterms.isPartOf.ZS-Volume	594	de_DE
utue.fakultaet	04 Medizinische Fakultät	de_DE
utue.fakultaet	07 Mathematisch-Naturwissenschaftliche Fakultät	de_DE