Publications

Simon M. Hofmann, Frauke Beyer, Sebastian Lapuschkin, Ole Goltermann, Markus Loeffler, Klaus-Robert Müller, Arno Villringer, Wojciech Samek, and A. Veronica Witte. Towards the interpretability of deep learning models for multi-modal neuroimaging: Finding structural changes of the ageing brain. NeuroImage, (261):119504, 2022. [PUMA: topic_neuroinspired topic_lifescience Ageing, Brain-age, Cardiovascular Explainable Structural a.i., deep factors, learning mri, risk] URL

Stefan J Schunk, Marcus E Kleber, Winfried März, Shichao Pang, Stephen Zewinger, Sarah Triem, Philipp Ege, Matthias C Reichert, Marcin Krawczyk, Susanne N Weber, Isabella Jaumann, David Schmit, Tamim Sarakpi, Stefan Wagenpfeil, Rafael Kramann, Eric Boerwinkle, Christie M Ballantyne, Megan L Grove, Vinicius Tragante, Anna P Pilbrow, A Mark Richards, Vicky A Cameron, Robert N Doughty, Marie-Pierre Dubé, Jean-Claude Tardif, Yassamin Feroz-Zada, Maxine Sun, Chang Liu, Yi-An Ko, Arshed A Quyyumi, Jaana A Hartiala, W H Wilson Tang, Stanley L Hazen, Hooman Allayee, Caitrin W McDonough, Yan Gong, Rhonda M Cooper-DeHoff, Julie A Johnson, Markus Scholz, Andrej Teren, Ralph Burkhardt, Andreas Martinsson, J Gustav Smith, Lars Wallentin, Stefan K James, Niclas Eriksson, Harvey White, Claes Held, Dawn Waterworth, Stella Trompet, J Wouter Jukema, Ian Ford, David J Stott, Naveed Sattar, Sharon Cresci, John A Spertus, Hannah Campbell, Sascha Tierling, Jörn Walter, Emmanuel Ampofo, Barbara A Niemeyer, Peter Lipp, Heribert Schunkert, Michael Böhm, Wolfgang Koenig, Danilo Fliser, Ulrich Laufs, Thimoteus Speer, eQTLGen consortium, and BIOS consortium. Genetically determined NLRP3 inflammasome activation associates with systemic inflammation and cardiovascular mortality. Eur. Heart J., (42)18:1742--1756, Oxford University Press (OUP), May 2021. [PUMA: Cardiovascular Coronary Inflammasome; Inflammation; NLRP3 artery disease; diseases;]