Get started
Author

Tamara T. Mueller

Observed names: Mueller, Tamara T., Tamara T Mueller
ORCID: 0000-0002-1818-1036
Observed ORCID: 0000-0002-1818-1036
OpenAlex ID: A5075475527
Multi-omics data integration methods and their applications in psychiatric disorders
2023 · Anita Sathyanarayanan, Tamara T. Mueller, et al. · European Neuropsychopharmacology · 88
PDF
Reconciling privacy and accuracy in AI for medical imaging
2024 · Alexander Ziller, Tamara T. Mueller, et al. · Nature Machine Intelligence · 74
Differentially Private Graph Neural Networks for Whole-Graph Classification
2022 · Tamara T. Mueller, Johannes C. Paetzold, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 44
PDF
AI-driven preclinical disease risk assessment using imaging in UK biobank
2025 · Dmitrii Seletkov, Sophie Starck, et al. · npj Digital Medicine · 7
PDF
Using UK Biobank data to establish population-specific atlases from whole body MRI
2024 · Sophie Starck, Vasiliki Sideri-Lampretsa, et al. · Communications Medicine · 7
SoK: Differential Privacy on Graph-Structured Data
2022 · Mueller, Tamara T., Usynin, Dmitrii, et al. · arXiv (Cornell University) · 6
PDF
Diff-Def: Diffusion-Generated Deformation Fields for Conditional Atlases
2025 · Sophie Starck, Vasiliki Sideri-Lampretsa, et al. · IEEE Transactions on Medical Imaging · 4
Differentially Private Guarantees for Analytics and Machine Learning on Graphs: A Survey of Results
2024 · Tamara T. Mueller, Dmitrii Usynin, et al. · Journal of Privacy and Confidentiality · 2
PDF
Body Fat Estimation from Surface Meshes Using Graph Neural Networks
2023 · Tamara T. Mueller, Siyu Zhou, et al. · Lecture notes in computer science · 2
PDF
Atlas-Based Interpretable Age Prediction In Whole-Body MR Images
2024 · Sophie Starck, Yadunandan Vivekanand Kini, et al. · The Journal of Machine Learning for Biomedical Imaging · 1
PDF
A Comparative Study of Population-Graph Construction Methods and Graph Neural Networks for Brain Age Regression
2024 · Kyriaki-Margarita Bintsi, Tamara T. Mueller, et al. · Lecture notes in computer science · 1
PDF
Extended Graph Assessment Metrics for Regression and Weighted Graphs
2024 · Tamara T. Mueller, Sophie Starck, et al. · Lecture notes in computer science · 1
Beyond privacy: the potentialities of differential privacy in generative AI
2026 · Jonas Kuntzer, Johannes Kaiser, et al. · Discover Artificial Intelligence
PDF
Local and global patterns support medical imaging as a biomarker of ageing
2026 · Tamara T. Mueller, Sophie Starck, et al. · Communications Medicine
Clinical and radiomics parameter prognostication in metastatic uveal melanoma patients treated with hepatic arterial infusion chemotherapy
2025 · Tanja Gromke, Juliane Durand, et al. · The Oncologist
Parametric Shape Models for Vessels Learned from Segmentations via Differentiable Voxelization
2025 · Alina F. Dima, Suprosanna Shit, et al. · Lecture notes in computer science
Differentially Private Graph Neural Networks for Medical Population Graphs and The Impact of The Graph Structure
2024 · Tamara T. Mueller, Maulik Chevli, et al. · IEEE International Symposium on Biomedical Imaging (ISBI)
From Mean to Extreme: Formal Differential Privacy Bounds on the Success of Real-World Data Reconstruction Attacks
2024 · Riess, Anneliese, Schwethelm, Kristian, et al. · arXiv (Cornell University)
PDF
Reconciling AI Performance and Data Reconstruction Resilience for Medical Imaging
2023 · Ziller, Alexander, Mueller, Tamara T., et al. · arXiv (Cornell University)
PDF
Privacy-Utility Trade-offs in Neural Networks for Medical Population Graphs: Insights from Differential Privacy and Graph Structure
2023 · Mueller, Tamara T., Chevli, Maulik, et al. · arXiv (Cornell University)
PDF
Interpretable 2D Vision Models for 3D Medical Images
2023 · Ziller, Alexander, Erdur, Ayhan Can, et al. · arXiv (Cornell University)
PDF
Extended Graph Assessment Metrics for Graph Neural Networks
2023 · Mueller, Tamara T., Starck, Sophie, et al. · arXiv (Cornell University)
PDF
Gradient Self-alignment in Private Deep Learning
2023 · David Bani-Harouni, Tamara T. Mueller, et al. · Lecture notes in computer science
How Do Input Attributes Impact the Privacy Loss in Differential Privacy?
2022 · Mueller, Tamara T., Kolek, Stefan, et al. · arXiv (Cornell University)
PDF
Partial sensitivity analysis in differential privacy
2021 · Mueller, Tamara T., Ziller, Alexander, et al. · arXiv (Cornell University)
PDF
Works count: 28
Citation count: 238
H-index: 6
I10-index: 3
Year
Topic
Type