Professur für Biomedical Network Science

xGNN4MI: explainability of graph neural networks in 12-lead electrocardiography for cardiovascular disease classification (2026) Maurer MC, Hempel P, Steinhaus KE, Chereda H, Vollmer M, Krefting D, Spicher N, Hauschild AC Journal article Bridging the gap between GWAS and network medicine with GNExT (2026) Arend L, Woller F, Rehor B, Emmert D, Frasnelli J, Fuchsberger C, Blumenthal DB, List M Journal article Do Depressive Facial Patterns Transfer Across Cultures and Contexts? Evidence from a German RCT and E-DAIC (2026) Sadeghi M, Richer R, Rupp L, Schindler-Gmelch L, Keinert M, Rahimi F, Hager M, et al. Conference contribution, Original article SignifiKANTE: Efficient P-value computation for gene regulatory networks (2026) Woller F, Martini P, Sen S, Blumenthal DB, Hartebrodt A Journal article TNF alpha unmasks enteric malate aspartate shuttle dysfunction bridging Parkinson disease and intestinal inflammation (2026) Ghirotto B, Gonçalves LE, Ruder V, James C, Gerasimova E, Rizo T, Wend H, et al. Journal article Addendum: Data splitting against information leakage with DataSAIL (2026) Joeres R, Blumenthal DB, Kalinina OV Journal article Explaining Medical Time Series Classification Through Boundary-Aware Feature Analysis (2026) Sirocchi C, Verda D Conference contribution SwitchTFI: identifying transcription factors driving cell differentiation (2025) Martini P, Hartebrodt A, de Almeida GP, Hackstein CP, Zehn D, Blumenthal DB Journal article 3D Tumor microenvironment interaction reveals AP-1 complex regulation and contact-mediated reprogramming of bone marrow stromal cells in chronic lymphocytic leukemia (2025) Lindacher J, Hartebrodt A, Dingfelder J, Lukas P, Würthner L, Völkl S, Blumenthal DB, et al. Journal article Machine Learning-Based Depression Detection Using Physiological Signals and Smartphone-Based Behavioral Interventions (2025) Sadeghi M, Rahimi F, Singh S, Richer R, Schindler-Gmelch L, Rupp L, Keinert M, et al. Conference contribution