Publications

Anika Hannemann, Jan Ewald, Leo Seeger, and Erik Buchmann. Federated Learning on Transcriptomic Data: Model Quality and Performance Trade-Offs. Computational Science – ICCS 2024: 24th International Conference, Malaga, Spain, July 2–4, 2024, Proceedings, Part IV, 279–293, Springer-Verlag, Berlin, Heidelberg, 2024. [PUMA: Cell Classification, Disease Federated Learning, Prognosis Type] URL

Karen G. Soans, Ana Patricia Ramos, Jaydeep Sidhaye, Abhijeet Krishna, Anastasia Solomatina, Karl B. Hoffmann, Raimund Schl��ler, Jochen Guck, Ivo F. Sbalzarini, Carl D. Modes, and Caren Norden. Collective cell migration during optic cup formation features changing cell-matrix interactions linked to matrix topology. Current Biology, (32)22:4817--4831.e9, 2022. [PUMA: cell collective cup, matrix migration, optic simulation topology topology, zebrafish,] URL

Patryk Burek, Nico Scherf, and Heinrich Herre. Ontology patterns for the representation of quality changes of cells in time. J. Biomed. Semantics, (10)1:16, Springer Science and Business Media LLC, October 2019. [PUMA: Cell Design Ontology; Web language ontology patterns; tracking;]

Dirk Zeckzer, Alrik Hausdorf, Nicole Hinzmann, Lydia Müller, and Daniel Wiegreffe. Masakari: visualization supported statistical analysis of genome segmentations. BMC Bioinformatics, (21)1:437, Springer Science and Business Media LLC, October 2020. [PUMA: Cell ChIP-seq; Chromatin Histone development; modifications state;]

Praveen Vasudevan, Markus Wolfien, Heiko Lemcke, Cajetan Immanuel Lang, Anna Skorska, Ralf Gaebel, Anne-Marie Galow, Dirk Koczan, Tobias Lindner, Wendy Bergmann, Brigitte Mueller-Hilke, Brigitte Vollmar, Bernd Joachim Krause, Olaf Wolkenhauer, Gustav Steinhoff, and Robert David. CCR2 macrophage response determines the functional outcome following cardiomyocyte transplantation. Genome Med., (15)1:61, August 2023. [PUMA: Cell Immunocompromised; Machine Macrophages; Myocardial Single-cell infarction; learning; therapy; topic_lifescience]