| Deep Convolutional Neural Network-Assisted Feature Extraction for Diagnostic Discrimination and Feature Visualization in Pancreatic Ductal Adenocarcinoma (PDAC) versus … S Ziegelmayer, G Kaissis, F Harder, F Jungmann, T Müller, M Makowski, ... Journal of clinical medicine 9 (12), 4013, 2020 | 31 | 2020 |
| Multi-omics data integration methods and their applications in psychiatric disorders A Sathyanarayanan, TT Mueller, MA Moni, K Schueler, BT Baune, P Lio, ... European Neuropsychopharmacology 69, 26-46, 2023 | 22 | 2023 |
| SoK: Differential Privacy on Graph-Structured Data TT Mueller, D Usynin, JC Paetzold, D Rueckert, G Kaissis arXiv preprint arXiv:2203.09205, 2022 | 16 | 2022 |
| Differentially Private Graph Classification with GNNs TT Mueller, JC Paetzold, C Prabhakar, D Usynin, D Rueckert, G Kaissis arXiv preprint arXiv:2202.02575, 2022 | 15 | 2022 |
| Differentially Private Graph Neural Networks for Whole-Graph Classification TT Mueller, JC Paetzold, C Prabhakar, D Usynin, D Rueckert, G Kaissis IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022 | 12 | 2022 |
| PECLIDES neuro: A personalisable clinical decision support system for neurological diseases TT Müller, P Lio Frontiers in Artificial Intelligence 3, 23, 2020 | 10 | 2020 |
| Duplicate Detection of Spike Events: A Relevant Problem in Human Single-Unit Recordings G Dehnen, MS Kehl, A Darcher, TT Müller, JH Macke, V Borger, R Surges, ... Brain Sciences 11 (6), 761, 2021 | 7 | 2021 |
| Partial sensitivity analysis in differential privacy TT Mueller, A Ziller, D Usynin, M Knolle, F Jungmann, D Rueckert, ... arXiv preprint arXiv:2109.10582, 2021 | 3 | 2021 |
| Differentially Private Guarantees for Analytics and Machine Learning on Graphs: A Survey of Results TT Mueller, D Usynin, JC Paetzold, R Braren, D Rueckert, G Kaissis Journal of Privacy and Confidentiality 14 (1), 2024 | 2 | 2024 |
| Body Fat Estimation from Surface Meshes Using Graph Neural Networks TT Mueller, S Zhou, S Starck, F Jungmann, A Ziller, O Aksoy, D Movchan, ... International Workshop on Shape in Medical Imaging, 105-117, 2023 | 2 | 2023 |
| How Do Input Attributes Impact the Privacy Loss in Differential Privacy? TT Mueller, S Kolek, F Jungmann, A Ziller, D Usynin, M Knolle, ... arXiv preprint arXiv:2211.10173, 2022 | 2 | 2022 |
| Personalisable Clinical Decision Support System. T Müller, P Lió ERCIM, 2020 | 2 | 2020 |
| A Comparative Study of Population-Graph Construction Methods and Graph Neural Networks for Brain Age Regression KM Bintsi, TT Mueller, S Starck, V Baltatzis, A Hammers, D Rueckert arXiv preprint arXiv:2309.14816, 2023 | 1 | 2023 |
| A Survey on Graph Construction for Geometric Deep Learning in Medicine: Methods and Recommendations TT Müller, S Starck, A Dima, S Wunderlich, KM Bintsi, K Zaripova, ... Transactions on Machine Learning Research, 2023 | 1 | 2023 |
| Privacy: An axiomatic approach A Ziller, TT Mueller, R Braren, D Rueckert, G Kaissis Entropy 24 (5), 714, 2022 | 1 | 2022 |
| Diff-Def: Diffusion-Generated Deformation Fields for Conditional Atlases S Starck, V Sideri-Lampretsa, B Kainz, M Menten, T Mueller, D Rueckert arXiv preprint arXiv:2403.16776, 2024 | | 2024 |
| Bounding Reconstruction Attack Success of Adversaries Without Data Priors A Ziller, A Riess, K Schwethelm, TT Mueller, D Rueckert, G Kaissis arXiv preprint arXiv:2402.12861, 2024 | | 2024 |
| Reconciling AI Performance and Data Reconstruction Resilience for Medical Imaging A Ziller, TT Mueller, S Stieger, L Feiner, J Brandt, R Braren, D Rueckert, ... arXiv preprint arXiv:2312.04590, 2023 | | 2023 |
| Extended Graph Assessment Metrics for Regression and Weighted Graphs TT Mueller, S Starck, LF Feiner, KM Bintsi, D Rueckert, G Kaissis International Conference on Medical Image Computing and Computer-Assisted …, 2023 | | 2023 |
| Gradient Self-alignment in Private Deep Learning D Bani-Harouni, TT Mueller, D Rueckert, G Kaissis International Conference on Medical Image Computing and Computer-Assisted …, 2023 | | 2023 |
Georgios KaissisTechnical University of MunichAdresse e-mail validée de tum.de
