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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
Frost, Fabian; Kacprowski, Tim; Ruehlemann, Malte; Pietzner, Maik; Bang, Corinna; Franke, Andre; Nauck, Matthias; Voelker, Uwe; Voelzke, Henry; Doerr, Marcus; Baumbach, Jan; Sendler, Matthias; Schulz, Christian; Mayerle, Julia; Weiss, Frank U.; Homuth, Georg und Lerch, Markus M.
(2021):
Long-term instability of the intestinal microbiome is associated with metabolic liver disease, low microbiota diversity, diabetes mellitus and impaired exocrine pancreatic function.
In: Gut, Bd. 70, Nr. 3: S. 522-530
Reitmeier, Sandra; Kiessling, Silke; Clavel, Thomas; List, Markus; Almeida, Eduardo L.; Ghosh, Tarini S.; Neuhaus, Klaus; Grallert, Harald; Linseisen, Jakob; Skurk, Thomas; Brandl, Beate; Breuninger, Taylor A.; Troll, Martina; Rathmann, Wolfgang; Linkohr, Birgit; Hauner, Hans; Laudes, Matthias; Franke, Andre; Le Roy, Caroline; Bell, Jordana T.; Spector, Tim; Baumbach, Jan; O'Toole, Paul W.; Peters, Annette und Haller, Dirk
(2020):
Arrhythmic Gut Microbiome Signatures Predict Risk of Type 2 Diabetes.
In: Cell Host & Microbe, Bd. 28, Nr. 2: S. 258-272
Mergner, Julia; Frejno, Martin; List, Markus; Papacek, Michael; Chen, Xia; Chaudhary, Ajeet; Samaras, Patroklos; Richter, Sandra; Shikata, Hiromasa; Messerer, Maxim; Lang, Daniel; Altmann, Stefan; Cyprys, Philipp; Zolg, Daniel P.; Mathieson, Toby; Bantscheff, Marcus; Hazarika, Rashmi R.; Schmidt, Tobias; Dawid, Corinna; Dunkel, Andreas; Hofmann, Thomas; Sprunck, Stefanie; Falter-Braun, Pascal; Johannes, Frank; Mayer, Klaus F. X.; Jürgens, Gerd; Wilhelm, Mathias; Baumbach, Jan; Grill, Erwin; Schneitz, Kay; Schwechheimer, Claus und Kuster, Bernhard
(2020):
Mass-spectrometry-based draft of the Arabidopsis proteome.
In: Nature, Bd. 579, Nr. 7799: S. 409-414