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Sophie Starck
Sophie Starck
在 tum.de 的电子邮件经过验证
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PySAP: python sparse data analysis package for multidisciplinary image processing
S Farrens, A Grigis, L El Gueddari, Z Ramzi, GR Chaithya, S Starck, ...
Astronomy and Computing 32, 100402, 2020
332020
PySAP-MRI: A Python package for MR image reconstruction
L El Gueddari, CG Radhakrishna, Z Ramzi, S Farrens, S Starck, A Grigis, ...
ISMRM workshop on Data Sampling and Image Reconstruction, 2020
102020
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, 2024
32024
Unlocking the diagnostic potential of ecg through knowledge transfer from cardiac mri
Ö Turgut, P Müller, P Hager, S Shit, S Starck, MJ Menten, E Martens, ...
arXiv preprint arXiv:2308.05764, 2023
32023
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
International Conference on Medical Image Computing and Computer-Assisted …, 2023
22023
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
12024
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
12023
Atlas-Based Interpretable Age Prediction In Whole-Body MR Images
S Starck*, YV Kini*, JJM Ritter, R Braren, D Rueckert, T Mueller
arXiv preprint arXiv:2307.07439, 2023
12023
Whole Heart 3D+ T Representation Learning Through Sparse 2D Cardiac MR Images
Y Zhang, C Chen, S Shit, S Starck, D Rueckert, J Pan
arXiv preprint arXiv:2406.00329, 2024
2024
TotalVibeSegmentator: Full Torso Segmentation for the NAKO and UK Biobank in Volumetric Interpolated Breath-hold Examination Body Images
R Graf, PS Platzek, EO Riedel, C Ramschütz, S Starck, HK Möller, M Atad, ...
arXiv preprint arXiv:2406.00125, 2024
2024
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
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
Are Population Graphs Really as Powerful as Believed?
TT Müller, S Starck, KM Bintsi, A Ziller, R Braren, G Kaissis, D Rueckert
Transactions on Machine Learning Research, 0
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