Professur für Biomedical Network Science

Feature graphs for interpretable unsupervised tree ensembles: centrality, interaction, and application in disease subtyping (2025) Sirocchi C, Urschler M, Pfeifer B Journal article Novel co-culture model of T cells and midbrain organoids for investigating neurodegeneration in Parkinson’s disease (2025) Gerasimova E, Beenen A, Kachkin D, Regensburger M, Zundler S, Blumenthal DB, Lutzny-Geier G, et al. Journal article, Original article A Differentiable Approximation of the Graph Edit Distance (2025) Wallnig J, Brun L, Gaüzère B, Bougleux S, Yger F, Blumenthal DB Conference contribution Data splitting to avoid information leakage with DataSAIL (2025) Joeres R, Blumenthal DB, Kalinina OV Journal article, Original article Correction to: The specific DNA methylation landscape in focal cortical dysplasia ILAE type 3D (Acta Neuropathologica Communications, (2023), 11, 1, (129), 10.1186/s40478-023-01618-6) (2024) Wang DD, Katoch M, Jabari S, Blümcke I, Blumenthal DB, Lu DH, Coras R, et al. Journal article, Erratum Evaluating Machine Learning Models against Clinical Protocols for Enhanced Interpretability and Continuity of Care (2024) Sirocchi C, Suffian M, Sabbatini F, Bogliolo A, Montagna S Conference contribution, Original article Integrating Symbolic Knowledge and Machine Learning in Healthcare (2024) Sirocchi C, Montagna S Conference contribution, Original article A Transfer Learning-Based Framework for Classifying Lymph Node Metastasis in Prostate Cancer Patients (2024) Sarkar S, Wu T, Harwood M, Silva AC Journal article Network medicine-based epistasis detection in complex diseases: Ready for quantum computing (2024) Hoffmann M, Poschenrieder JM, Incudini M, Baier S, Fritz A, Maier A, Hartung M, et al. Journal article Reconstructing extrachromosomal DNA structural heterogeneity from long-read sequencing data using Decoil (2024) Giurgiu M, Wittstruck N, Rodriguez-Fos E, González RC, Brückner L, Krienelke-Szymansky A, Helmsauer K, et al. Journal article