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  Swarm Learning for decentralized and confidential clinical machine learning

Warnat-Herresthal, S., Schultze, H., Shastry, K. L., Manamohan, S., Mukherjee, S., Garg, V., Sarveswara, R., Händler, K., Pickkers, P., Aziz, N. A., 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, J. P., Krämer, B., Bonaguro, L., Schulte-Schrepping, J., De Domenico, E., Siever, C., Kraut, M., Desai, M., Monnet, B., Saridaki, M., Siegel, C. M., Drews, A., Nuesch-Germano, M., Theis, H., Heyckendorf, J., Schreiber, S., Kim-Hellmuth, S., Balfanz, P., Eggermann, T., Boor, P., Hausmann, R., Kuhn, H., Isfort, S., Stingl, J. C., Schmalzing, G., Kuhl, C. K., Röhrig, R., Marx, G., Uhlig, S., Dahl, E., Müller-Wieland, D., Dreher, M., Marx, N., Nattermann, J., Skowasch, D., Kurth, I., Keller, A., Bals, R., Nürnberg, P., Rieß, O., Rosenstiel, P., Netea, M. G., Theis, F., Mukherjee, S., Backes, M., Aschenbrenner, A. C., Ulas, T., Angelov, A., Bartholomäus, A., Becker, A., Bezdan, D., Blumert, C., Bonifacio, E., Bork, P., Boyke, B., Blum, H., Clavel, T., Colome-Tatche, M., Cornberg, M., De La Rosa Velázquez, I. A., Diefenbach, A., Dilthey, A., Fischer, N., Förstner, K., Franzenburg, S., Frick, J.-S., Gabernet, G., Gagneur, J., Ganzenmueller, T., Gauder, M., Geißert, J., Goesmann, A., Göpel, S., Grundhoff, A., Grundmann, H., Hain, T., Hanses, F., Hehr, U., Heimbach, A., Hoeper, M., Horn, F., Hübschmann, D., Hummel, M., Iftner, T., Iftner, A., Illig, T., Janssen, S., Kalinowski, J., Kallies, R., Kehr, B., Keppler, O. T., Klein, C., Knop, M., Kohlbacher, O., Köhrer, K., Korbel, J., Kremsner, P. G., Kühnert, D., Landthaler, M., Li, Y., Ludwig, K. U., Makarewicz, O., Marz, M., McHardy, A. C., Mertes, C., Münchhoff, M., Nahnsen, S., Nöthen, M., Ntoumi, F., Overmann, J., Peter, S., Pfeffer, K., Pink, I., Poetsch, A. R., Protzer, U., Pühler, A., Rajewsky, N., Ralser, M., Reiche, K., Ripke, S., da Rocha, U. N., Saliba, A.-E., Sander, L. E., Sawitzki, B., Scheithauer, S., Schiffer, P., Schmid-Burgk, J., Schneider, W., Schulte, E.-C., Sczyrba, A., Sharaf, M. L., Singh, Y., Sonnabend, M., Stegle, O., Stoye, J., Vehreschild, J., Velavan, T. P., Vogel, J., Volland, S., von Kleist, M., Walker, A., Walter, J., Wieczorek, D., Winkler, S., Ziebuhr, J., Breteler, M. M. B., Giamarellos-Bourboulis, E. J., Kox, M., Becker, M., Cheran, S., Woodacre, M. S., Goh, E. L., Schultze, J. L. (2021): Swarm Learning for decentralized and confidential clinical machine learning. - Nature, 594, 265-270.
https://doi.org/10.1038/s41586-021-03583-3

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Warnat-Herresthal, Stefanie1, Author
Schultze, Hartmut1, Author
Shastry, Krishnaprasad Lingadahalli1, Author
Manamohan, Sathyanarayanan1, Author
Mukherjee, Saikat1, Author
Garg, Vishesh1, Author
Sarveswara, Ravi1, Author
Händler, Kristian1, Author
Pickkers, Peter1, Author
Aziz, N. Ahmad1, Author
Ktena, Sofia1, Author
Tran, Florian1, Author
Bitzer, Michael1, Author
Ossowski, Stephan1, Author
Casadei, Nicolas1, Author
Herr, Christian1, Author
Petersheim, Daniel1, Author
Behrends, Uta1, Author
Kern, Fabian1, Author
Fehlmann, Tobias1, Author
Schommers, Philipp1, AuthorLehmann, Clara1, AuthorAugustin, Max1, AuthorRybniker, Jan1, AuthorAltmüller, Janine1, AuthorMishra, Neha1, AuthorBernardes, Joana P.1, AuthorKrämer, Benjamin1, AuthorBonaguro, Lorenzo1, AuthorSchulte-Schrepping, Jonas1, AuthorDe Domenico, Elena1, AuthorSiever, Christian1, AuthorKraut, Michael1, AuthorDesai, Milind1, AuthorMonnet, Bruno1, AuthorSaridaki, Maria1, AuthorSiegel, Charles Martin1, AuthorDrews, Anna1, AuthorNuesch-Germano, Melanie1, AuthorTheis, Heidi1, AuthorHeyckendorf, Jan1, AuthorSchreiber, Stefan1, AuthorKim-Hellmuth, Sarah1, AuthorBalfanz, Paul1, AuthorEggermann, Thomas1, AuthorBoor, Peter1, AuthorHausmann, Ralf1, AuthorKuhn, Hannah1, AuthorIsfort, Susanne1, AuthorStingl, Julia Carolin1, AuthorSchmalzing, Günther1, AuthorKuhl, Christiane K.1, AuthorRöhrig, Rainer1, AuthorMarx, Gernot1, AuthorUhlig, Stefan1, AuthorDahl, Edgar1, AuthorMüller-Wieland, Dirk1, AuthorDreher, Michael1, AuthorMarx, Nikolaus1, AuthorNattermann, Jacob1, AuthorSkowasch, Dirk1, AuthorKurth, Ingo1, AuthorKeller, Andreas1, AuthorBals, Robert1, AuthorNürnberg, Peter1, AuthorRieß, Olaf1, AuthorRosenstiel, Philip1, AuthorNetea, Mihai G.1, AuthorTheis, Fabian1, AuthorMukherjee, Sach1, AuthorBackes, Michael1, AuthorAschenbrenner, Anna C.1, AuthorUlas, Thomas1, AuthorAngelov, Angel1, AuthorBartholomäus, Alexander2, Author              Becker, Anke1, AuthorBezdan, Daniela1, AuthorBlumert, Conny1, AuthorBonifacio, Ezio1, AuthorBork, Peer1, AuthorBoyke, Bunk1, AuthorBlum, Helmut1, AuthorClavel, Thomas1, AuthorColome-Tatche, Maria1, AuthorCornberg, Markus1, AuthorDe La Rosa Velázquez, Inti Alberto1, AuthorDiefenbach, Andreas1, AuthorDilthey, Alexander1, AuthorFischer, Nicole1, AuthorFörstner, Konrad1, AuthorFranzenburg, Sören1, AuthorFrick, Julia-Stefanie1, AuthorGabernet, Gisela1, AuthorGagneur, Julien1, AuthorGanzenmueller, Tina1, AuthorGauder, Marie1, AuthorGeißert, Janina1, AuthorGoesmann, Alexander1, AuthorGöpel, Siri1, AuthorGrundhoff, Adam1, AuthorGrundmann, Hajo1, AuthorHain, Torsten1, AuthorHanses, Frank1, AuthorHehr, Ute1, AuthorHeimbach, André1, AuthorHoeper, Marius1, AuthorHorn, Friedemann1, AuthorHübschmann, Daniel1, AuthorHummel, Michael1, AuthorIftner, Thomas1, AuthorIftner, Angelika1, AuthorIllig, Thomas1, AuthorJanssen, Stefan1, AuthorKalinowski, Jörn1, AuthorKallies, René1, AuthorKehr, Birte1, AuthorKeppler, Oliver T.1, AuthorKlein, Christoph1, AuthorKnop, Michael1, AuthorKohlbacher, Oliver1, AuthorKöhrer, Karl1, AuthorKorbel, Jan1, AuthorKremsner, Peter G.1, AuthorKühnert, Denise1, AuthorLandthaler, Markus1, AuthorLi, Yang1, AuthorLudwig, Kerstin U.1, AuthorMakarewicz, Oliwia1, AuthorMarz, Manja1, AuthorMcHardy, Alice C.1, AuthorMertes, Christian1, AuthorMünchhoff, Maximilian1, AuthorNahnsen, Sven1, AuthorNöthen, Markus1, AuthorNtoumi, Francine1, AuthorOvermann, Jörg1, AuthorPeter, Silke1, AuthorPfeffer, Klaus1, AuthorPink, Isabell1, AuthorPoetsch, Anna R.1, AuthorProtzer, Ulrike1, AuthorPühler, Alfred1, AuthorRajewsky, Nikolaus1, AuthorRalser, Markus1, AuthorReiche, Kristin1, AuthorRipke, Stephan1, Authorda Rocha, Ulisses Nunes1, AuthorSaliba, Antoine-Emmanuel1, AuthorSander, Leif Erik1, AuthorSawitzki, Birgit1, AuthorScheithauer, Simone1, AuthorSchiffer, Philipp1, AuthorSchmid-Burgk, Jonathan1, AuthorSchneider, Wulf1, AuthorSchulte, Eva-Christina1, AuthorSczyrba, Alexander1, AuthorSharaf, Mariam L.1, AuthorSingh, Yogesh1, AuthorSonnabend, Michael1, AuthorStegle, Oliver1, AuthorStoye, Jens1, AuthorVehreschild, Janne1, AuthorVelavan, Thirumalaisamy P.1, AuthorVogel, Jörg1, AuthorVolland, Sonja1, Authorvon Kleist, Max1, AuthorWalker, Andreas1, AuthorWalter, Jörn1, AuthorWieczorek, Dagmar1, AuthorWinkler, Sylke1, AuthorZiebuhr, John1, AuthorBreteler, Monique M. B.1, AuthorGiamarellos-Bourboulis, Evangelos J.1, AuthorKox, Matthijs1, AuthorBecker, Matthias1, AuthorCheran, Sorin1, AuthorWoodacre, Michael S.1, AuthorGoh, Eng Lim1, AuthorSchultze, Joachim L.1, Author more..
Affiliations:
1External Organizations, ou_persistent22              
23.7 Geomicrobiology, 3.0 Geochemistry, Departments, GFZ Publication Database, Deutsches GeoForschungsZentrum, ou_146043              

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 Dates: 2021-05-262021
 Publication Status: Finally published
 Pages: -
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 Rev. Type: -
 Identifiers: DOI: 10.1038/s41586-021-03583-3
GFZPOF: p4 T5 Future Landscapes
OATYPE: Hybrid Open Access
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Title: Nature
Source Genre: Journal, SCI, Scopus
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Pages: - Volume / Issue: 594 Sequence Number: - Start / End Page: 265 - 270 Identifier: CoNE: https://gfzpublic.gfz-potsdam.de/cone/journals/resource/journals353
Publisher: Springer Nature