Publications

Fabian Hart, and Ostap Okhrin. Enhanced method for reinforcement learning based dynamic obstacle avoidance by assessment of collision risk. Neurocomputing, (568):127097, 2024. [PUMA: Collision Dynamic Reinforcement Training avoidance environment learning metric obstacle risk] URL

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: Ageing, Brain-age, Cardiovascular Explainable Structural a.i., deep factors, learning mri, risk] URL

Frank Ulrich Weiss, Nico Hesselbarth, Andrea Párniczky, Dora Mosztbacher, Felix Lämmerhirt, Claudia Ruffert, Peter Kovacs, Sebastian Beer, Katharina Seltsam, Heidi Griesmann, Richard Böhme, Tom Kaune, Marcus Hollenbach, Hans-Ulrich Schulz, Peter Simon, Julia Mayerle, Markus M Lerch, Giulia Martina Cavestro, Raffaella Alessia Zuppardo, Milena Di Leo, Pier Alberto Testoni, Ewa Malecka-Panas, Anita Gasirowska, Stanislaw Głuszek, Peter Bugert, Andrea Szentesi, Joachim Mössner, Heiko Witt, Patrick Michl, Peter Hégyi, Markus Scholz, and Jonas Rosendahl. Common variants in the CLDN2-MORC4 and PRSS1-PRSS2 loci confer susceptibility to acute pancreatitis. Pancreatology, (18)5:477--481, Elsevier BV, July 2018. [PUMA: Acute Genetics; Risk Single factors; nucleotide pancreatitis; polymorphisms]

Nicola J Armstrong, Karen A Mather, Muralidharan Sargurupremraj, Maria J Knol, Rainer Malik, Claudia L Satizabal, Lisa R Yanek, Wei Wen, Vilmundur G Gudnason, Nicole D Dueker, Lloyd T Elliott, Edith Hofer, Joshua Bis, Neda Jahanshad, Shuo Li, Mark A Logue, Michelle Luciano, Markus Scholz, Albert V Smith, Stella Trompet, Dina Vojinovic, Rui Xia, Fidel Alfaro-Almagro, David Ames, Najaf Amin, Philippe Amouyel, Alexa S Beiser, Henry Brodaty, Ian J Deary, Christine Fennema-Notestine, Piyush G Gampawar, Rebecca Gottesman, Ludovica Griffanti, Clifford R Jack, Jr, Mark Jenkinson, Jiyang Jiang, Brian G Kral, John B Kwok, Leonie Lampe, David C M Liewald, Pauline Maillard, Jonathan Marchini, Mark E Bastin, Bernard Mazoyer, Lukas Pirpamer, José Rafael Romero, Gennady V Roshchupkin, Peter R Schofield, Matthias L Schroeter, David J Stott, Anbupalam Thalamuthu, Julian Trollor, Christophe Tzourio, Jeroen van der Grond, Meike W Vernooij, Veronica A Witte, Margaret J Wright, Qiong Yang, Zoe Morris, Siggi Siggurdsson, Bruce Psaty, Arno Villringer, Helena Schmidt, Asta K Haberg, Cornelia M van Duijn, J Wouter Jukema, Martin Dichgans, Ralph L Sacco, Clinton B Wright, William S Kremen, Lewis C Becker, Paul M Thompson, Thomas H Mosley, Joanna M Wardlaw, M Arfan Ikram, Hieab H H Adams, Sudha Seshadri, Perminder S Sachdev, Stephen M Smith, Lenore Launer, William Longstreth, Charles DeCarli, Reinhold Schmidt, Myriam Fornage, Stephanie Debette, and Paul A Nyquist. Common genetic variation indicates separate causes for periventricular and deep white matter hyperintensities. Stroke, (51)7:2111--2121, Ovid Technologies (Wolters Kluwer Health), July 2020. [PUMA: association brain; factors; genome-wide matter neuroimaging; risk study; topic_lifescience white]