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

Thomas Jacobi, Lucas Massier, Nora Klöting, Katrin Horn, Alexander Schuch, Peter Ahnert, Christoph Engel, Markus Löffler, Ralph Burkhardt, Joachim Thiery, Anke Tönjes, Michael Stumvoll, Matthias Blüher, Ilias Doxiadis, Markus Scholz, and Peter Kovacs. HLA class II allele analyses implicate common genetic components in type 1 and non-insulin-treated type 2 diabetes. J. Clin. Endocrinol. Metab., (105)3:e245--e254, The Endocrine Society, March 2020. [PUMA: 1 2 HLA II; association; class diabetes diabetes; genotype haplotype; imputation; nucleotide polymorphism; single type]