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Zeitschriftenartikel
Burankova, Yuliya 
ORCID: https://orcid.org/0009-0001-4570-1068; Abele, Miriam; Bakhtiari, Mohammad ORCID: https://orcid.org/0000-0002-4169-9669; Toerne, Christine von ORCID: https://orcid.org/0000-0002-4132-4322; Barth, Teresa K.; Schweizer, Lisa ORCID: https://orcid.org/0000-0002-1165-7804; Giesbertz, Pieter ORCID: https://orcid.org/0000-0001-7461-8602; Schmidt, Johannes R. ORCID: https://orcid.org/0000-0002-2026-9715; Kalkhof, Stefan ORCID: https://orcid.org/0000-0001-6121-7105; Müller-Deile, Janina ORCID: https://orcid.org/0000-0001-6081-5664; van Veelen, Peter A. ORCID: https://orcid.org/0000-0002-7898-9408; Mohammed, Yassene ORCID: https://orcid.org/0000-0003-3265-3332; Hammer, Elke ORCID: https://orcid.org/0000-0002-1507-0402; Arend, Lis ORCID: https://orcid.org/0000-0001-7990-8385; Adamowicz, Klaudia ORCID: https://orcid.org/0000-0002-9418-4386; Laske, Tanja ORCID: https://orcid.org/0000-0002-7922-7595; Hartebrodt, Anne; Frisch, Tobias; Meng, Chen; Matschinske, Julian; Späth, Julian; Röttger, Richard; Schwämmle, Veit; Hauck, Stefanie M. ORCID: https://orcid.org/0000-0002-1630-6827; Lichtenthaler, Stefan F. ORCID: https://orcid.org/0000-0003-2211-2575; Imhof, Axel ORCID: https://orcid.org/0000-0003-2993-8249; Mann, Matthias ORCID: https://orcid.org/0000-0003-1292-4799; Ludwig, Christina ORCID: https://orcid.org/0000-0002-6131-7322; Kuster, Bernhard ORCID: https://orcid.org/0000-0002-9094-1677; Baumbach, Jan ORCID: https://orcid.org/0000-0002-0282-0462 und Zolotareva, Olga ORCID: https://orcid.org/0000-0002-9424-8052
(2025):
Privacy-preserving multicenter differential protein abundance analysis with FedProt.
In: Nature Computational Science, Bd. 5, Nr. 8: S. 675-688
[PDF, 4MB]
ORCID: https://orcid.org/0009-0001-4570-1068; Abele, Miriam; Bakhtiari, Mohammad ORCID: https://orcid.org/0000-0002-4169-9669; Toerne, Christine von ORCID: https://orcid.org/0000-0002-4132-4322; Barth, Teresa K.; Schweizer, Lisa ORCID: https://orcid.org/0000-0002-1165-7804; Giesbertz, Pieter ORCID: https://orcid.org/0000-0001-7461-8602; Schmidt, Johannes R. ORCID: https://orcid.org/0000-0002-2026-9715; Kalkhof, Stefan ORCID: https://orcid.org/0000-0001-6121-7105; Müller-Deile, Janina ORCID: https://orcid.org/0000-0001-6081-5664; van Veelen, Peter A. ORCID: https://orcid.org/0000-0002-7898-9408; Mohammed, Yassene ORCID: https://orcid.org/0000-0003-3265-3332; Hammer, Elke ORCID: https://orcid.org/0000-0002-1507-0402; Arend, Lis ORCID: https://orcid.org/0000-0001-7990-8385; Adamowicz, Klaudia ORCID: https://orcid.org/0000-0002-9418-4386; Laske, Tanja ORCID: https://orcid.org/0000-0002-7922-7595; Hartebrodt, Anne; Frisch, Tobias; Meng, Chen; Matschinske, Julian; Späth, Julian; Röttger, Richard; Schwämmle, Veit; Hauck, Stefanie M. ORCID: https://orcid.org/0000-0002-1630-6827; Lichtenthaler, Stefan F. ORCID: https://orcid.org/0000-0003-2211-2575; Imhof, Axel ORCID: https://orcid.org/0000-0003-2993-8249; Mann, Matthias ORCID: https://orcid.org/0000-0003-1292-4799; Ludwig, Christina ORCID: https://orcid.org/0000-0002-6131-7322; Kuster, Bernhard ORCID: https://orcid.org/0000-0002-9094-1677; Baumbach, Jan ORCID: https://orcid.org/0000-0002-0282-0462 und Zolotareva, Olga ORCID: https://orcid.org/0000-0002-9424-8052
(2025):
Privacy-preserving multicenter differential protein abundance analysis with FedProt.
In: Nature Computational Science, Bd. 5, Nr. 8: S. 675-688
[PDF, 4MB]
Cao, Han; Zhang, Youcheng; Baumbach, Jan; Burton, Paul R.; Dwyer, Dominic; Koutsouleris, Nikolaos; Matschinske, Julian; Marcon, Yannick; Rajan, Sivanesan; Rieg, Thilo; Ryser-Welch, Patricia; Spaeth, Julian; Herrmann, Carl und Schwarz, Emanuel
(2022):
dsMTL: a computational framework for privacy-preserving, distributed multi-task machine learning.
In: Bioinformatics, Bd. 38, Nr. 21: S. 4919-4926