Follow
Tamara T. Müller
Tamara T. Müller
Verified email at tum.de
Title
Cited by
Cited by
Year
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
312020
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
222023
SoK: Differential Privacy on Graph-Structured Data
TT Mueller, D Usynin, JC Paetzold, D Rueckert, G Kaissis
arXiv preprint arXiv:2203.09205, 2022
142022
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
122022
Differentially Private Graph Classification with GNNs
TT Mueller, JC Paetzold, C Prabhakar, D Usynin, D Rueckert, G Kaissis
arXiv preprint arXiv:2202.02575, 2022
122022
PECLIDES neuro: A personalisable clinical decision support system for neurological diseases
TT Müller, P Lio
Frontiers in Artificial Intelligence 3, 23, 2020
102020
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
72021
Partial sensitivity analysis in differential privacy
TT Mueller, A Ziller, D Usynin, M Knolle, F Jungmann, D Rueckert, ...
arXiv preprint arXiv:2109.10582, 2021
32021
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
22023
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
22022
Personalisable Clinical Decision Support System.
T Müller, P Lió
ERCIM, 2020
22020
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
12024
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
12023
Privacy: An axiomatic approach
A Ziller, TT Mueller, R Braren, D Rueckert, G Kaissis
Entropy 24 (5), 714, 2022
12022
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
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
2023
Constructing Population-Specific Atlases from Whole Body MRI: Application to the UKBB
S Starck, V Sideri-Lampretsa, JJM Ritter, VA Zimmer, R Braren, ...
arXiv preprint arXiv:2308.14365, 2023
2023
The system can't perform the operation now. Try again later.
Articles 1–20