| In silico knockout studies of xenophagic capturing of Salmonella J Scheidel, L Amstein, J Ackermann, I Dikic, I Koch PLoS computational biology 12 (12), e1005200, 2016 | 30 | 2016 |
| Detecting myocardial scar using electrocardiogram data and deep neural networks N Gumpfer, D Grün, J Hannig, T Keller, M Guckert Biological chemistry 402 (8), 911-923, 2021 | 23 | 2021 |
| Identifying heart failure in ECG data with artificial intelligence—a meta-analysis D Grün, F Rudolph, N Gumpfer, J Hannig, LK Elsner, B von Jeinsen, ... Frontiers in Digital Health, 67, 2021 | 23 | 2021 |
| Bioinformatics analysis of whole slide images reveals significant neighborhood preferences of tumor cells in Hodgkin lymphoma J Hannig, H Schäfer, J Ackermann, M Hebel, T Schäfer, C Döring, ... PLOS Computational Biology 16 (1), e1007516, 2020 | 13 | 2020 |
| Quasi-steady-state analysis based on structural modules and timed Petri net predict system’s dynamics: the life cycle of the insulin receptor J Scheidel, K Lindauer, J Ackermann, I Koch Metabolites 5 (4), 766-793, 2015 | 13 | 2015 |
| Manatee invariants reveal functional pathways in signaling networks L Amstein, J Ackermann, J Scheidel, S Fulda, I Dikic, I Koch BMC systems biology 11 (1), 1-11, 2017 | 11 | 2017 |
| isiKnock: in silico knockouts in signaling pathways J Hannig, H Giese, B Schweizer, L Amstein, J Ackermann, I Koch Bioinformatics 35 (5), 892-894, 2019 | 6 | 2019 |
| Mathematical modeling of the molecular switch of TNFR1-mediated signaling pathways applying Petri net formalism and in silico knockout analysis LK Amstein, J Ackermann, J Hannig, I Đikić, S Fulda, I Koch PLOS Computational Biology 18 (8), e1010383, 2022 | 5 | 2022 |
| The Disruption of Trust in the Digital Transformation Leading to Health 4.0 M Guckert, K Milanovic, J Hannig, D Simon, T Wettengl, D Evers, A Kleyer, ... Frontiers in Digital Health, 42, 2022 | 4 | 2022 |
| A data-pipeline processing electrocardiogram recordings for use in artificial intelligence algorithms J Prim, T Uhlemann, N Gumpfer, D Gruen, S Wegener, S Krug, J Hannig, ... European Heart Journal 42 (Supplement_1), ehab724. 3041, 2021 | 3 | 2021 |
| A conceptual framework for establishing trust in real world intelligent systems M Guckert, N Gumpfer, J Hannig, T Keller, N Urquhart Cognitive Systems Research 68, 143-155, 2021 | 3 | 2021 |
| The stuff we swim in: Regulation alone will not lead to justifiable trust in AI ST Powers, O Linnyk, M Guckert, J Hannig, J Pitt, N Urquhart, A Ekart, ... Institute of Electrical and Electronics Engineers, 2023 | 2 | 2023 |
| An Ensemble Learning Approach to Detect Cardiac Abnormalities in ECG Data Irrespective of Lead Availability T Uhlemann, J Prim, N Gumpfer, D Grün, S Wegener, S Krug, J Hannig, ... 2021 Computing in Cardiology (CinC) 48, 1-4, 2021 | 2 | 2021 |
| Application and method development in computational systems biology: Petri nets to study knockouts and dynamics of Salmonella infection J Hannig Universitätsbibliothek Johann Christian Senckenberg, 2018 | 2 | 2018 |
| Detecting a broader spectrum of cardiac pathologies in electrocardiogram data by applying a deep neural network designed to detect a specific cardiac disease S Wegener, T Schmidt, J Prim, N Gumpfer, D Gruen, J Hannig, M Guckert, ... European Heart Journal 42 (Supplement_1), ehab724. 3063, 2021 | 1 | 2021 |
| A Data Pipeline for Extraction and Processing of Electrocardiogram Recordings J Prim, T Uhlemann, N Gumpfer, D Grün, S Wegener, S Krug, J Hannig, ... 2021 Computing in Cardiology (CinC) 48, 1-4, 2021 | 1 | 2021 |
| Mathematical modeling of the molecular switch of TNFR1-mediated signaling pathways using Petri nets LK Amstein, J Ackermann, J Hannig, I Ðikić, S Fulda, I Koch bioRxiv, 2021 | 1 | 2021 |
| SIGNed explanations: Unveiling relevant features by reducing bias N Gumpfer, J Prim, T Keller, B Seeger, M Guckert, J Hannig Information Fusion, 101883, 2023 | | 2023 |
| Stochastic modeling of the dynamics of Salmonella infection of epithelial cells J Hannig, A Beygi, J Ackermann, L Amstein, C Welsch, I Dikic, I Koch bioRxiv, 2023.04. 02.535247, 2023 | | 2023 |
| On the importance of representative datasets in ECG-based artificial intelligence N Gumpfer, S Wegener, J Prim, D Gruen, J Hannig, T Keller, M Guckert European Heart Journal 42 (Supplement_1), ehab724. 3060, 2021 | | 2021 |
Michael GuckertVerified email at mnd.thm.de
