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Swarm Learning for decentralized and confidential clinical machine learning

Authors

Warnat-Herresthal,  Stefanie
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Schultze,  Hartmut
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Shastry,  Krishnaprasad Lingadahalli
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Manamohan,  Sathyanarayanan
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Mukherjee,  Saikat
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Garg,  Vishesh
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Sarveswara,  Ravi
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Händler,  Kristian
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Pickkers,  Peter
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Aziz,  N. Ahmad
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Ktena,  Sofia
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Tran,  Florian
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Bitzer,  Michael
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Ossowski,  Stephan
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Casadei,  Nicolas
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Herr,  Christian
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Petersheim,  Daniel
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Behrends,  Uta
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Kern,  Fabian
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Fehlmann,  Tobias
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Schommers,  Philipp
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Lehmann,  Clara
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Augustin,  Max
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Rybniker,  Jan
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Altmüller,  Janine
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Mishra,  Neha
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Bernardes,  Joana P.
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Krämer,  Benjamin
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Bonaguro,  Lorenzo
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Schulte-Schrepping,  Jonas
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De Domenico,  Elena
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Siever,  Christian
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Kraut,  Michael
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Desai,  Milind
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Monnet,  Bruno
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Saridaki,  Maria
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Siegel,  Charles Martin
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Drews,  Anna
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Nuesch-Germano,  Melanie
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Theis,  Heidi
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Heyckendorf,  Jan
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Schreiber,  Stefan
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Kim-Hellmuth,  Sarah
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Balfanz,  Paul
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Eggermann,  Thomas
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Boor,  Peter
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Hausmann,  Ralf
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Kuhn,  Hannah
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Isfort,  Susanne
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Stingl,  Julia Carolin
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Schmalzing,  Günther
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Kuhl,  Christiane K.
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Röhrig,  Rainer
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Marx,  Gernot
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Uhlig,  Stefan
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Dahl,  Edgar
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Müller-Wieland,  Dirk
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Dreher,  Michael
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Marx,  Nikolaus
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Nattermann,  Jacob
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Skowasch,  Dirk
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Kurth,  Ingo
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Keller,  Andreas
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Bals,  Robert
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Nürnberg,  Peter
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Rieß,  Olaf
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Rosenstiel,  Philip
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Netea,  Mihai G.
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Theis,  Fabian
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Mukherjee,  Sach
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Backes,  Michael
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Aschenbrenner,  Anna C.
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Ulas,  Thomas
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Angelov,  Angel
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/persons/resource/abartho

Bartholomäus,  Alexander       
3.7 Geomicrobiology, 3.0 Geochemistry, Departments, GFZ Publication Database, Deutsches GeoForschungsZentrum;

Becker,  Anke
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Bezdan,  Daniela
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Blumert,  Conny
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Bonifacio,  Ezio
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Bork,  Peer
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Boyke,  Bunk
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Blum,  Helmut
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Clavel,  Thomas
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Colome-Tatche,  Maria
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Cornberg,  Markus
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De La Rosa Velázquez,  Inti Alberto
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Diefenbach,  Andreas
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Dilthey,  Alexander
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Fischer,  Nicole
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Förstner,  Konrad
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Franzenburg,  Sören
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Frick,  Julia-Stefanie
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Gabernet,  Gisela
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Gagneur,  Julien
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Ganzenmueller,  Tina
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Gauder,  Marie
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Geißert,  Janina
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Goesmann,  Alexander
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Göpel,  Siri
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Grundhoff,  Adam
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Grundmann,  Hajo
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Hain,  Torsten
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Hanses,  Frank
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Hehr,  Ute
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Heimbach,  André
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Hoeper,  Marius
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Horn,  Friedemann
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Hübschmann,  Daniel
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Hummel,  Michael
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Iftner,  Thomas
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Iftner,  Angelika
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Illig,  Thomas
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Janssen,  Stefan
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Kalinowski,  Jörn
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Kallies,  René
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Kehr,  Birte
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Keppler,  Oliver T.
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Klein,  Christoph
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Knop,  Michael
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Kohlbacher,  Oliver
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Köhrer,  Karl
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Korbel,  Jan
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Kremsner,  Peter G.
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Kühnert,  Denise
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Landthaler,  Markus
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Li,  Yang
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Ludwig,  Kerstin U.
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Makarewicz,  Oliwia
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Marz,  Manja
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McHardy,  Alice C.
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Mertes,  Christian
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Münchhoff,  Maximilian
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Nahnsen,  Sven
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Nöthen,  Markus
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Ntoumi,  Francine
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Overmann,  Jörg
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Peter,  Silke
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Pfeffer,  Klaus
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Pink,  Isabell
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Poetsch,  Anna R.
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Protzer,  Ulrike
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Pühler,  Alfred
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Rajewsky,  Nikolaus
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Ralser,  Markus
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Reiche,  Kristin
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Ripke,  Stephan
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da Rocha,  Ulisses Nunes
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Saliba,  Antoine-Emmanuel
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Sander,  Leif Erik
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Sawitzki,  Birgit
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Scheithauer,  Simone
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Schiffer,  Philipp
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Schmid-Burgk,  Jonathan
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Schneider,  Wulf
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Schulte,  Eva-Christina
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Sczyrba,  Alexander
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Sharaf,  Mariam L.
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Singh,  Yogesh
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Sonnabend,  Michael
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Stegle,  Oliver
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Stoye,  Jens
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Vehreschild,  Janne
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Velavan,  Thirumalaisamy P.
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Vogel,  Jörg
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Volland,  Sonja
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von Kleist,  Max
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Walker,  Andreas
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Walter,  Jörn
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Wieczorek,  Dagmar
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Winkler,  Sylke
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Ziebuhr,  John
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Breteler,  Monique M. B.
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Giamarellos-Bourboulis,  Evangelos J.
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Kox,  Matthijs
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Becker,  Matthias
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Cheran,  Sorin
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Woodacre,  Michael S.
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Goh,  Eng Lim
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Schultze,  Joachim L.
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Fulltext (public)

5009997.pdf
(Publisher version), 13MB

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Citation

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


Cite as: https://gfzpublic.gfz.de/pubman/item/item_5009997
Abstract
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