PySAP: Python Sparse Data Analysis Package for multidisciplinary image processing. - Samuel Farrens; Antoine Grigis; Loubna El Gueddari; Zaccharie Ramzi; Chaithya G. R.; Sophie Starck; Benoît Sarthou; Hamza Cherkaoui; Philippe Ciuciu; Jean-Luc Starck (Astron. Comput., 2020)

A Comparative Study of Population-Graph Construction Methods and Graph Neural Networks for Brain Age Regression. - Kyriaki-Margarita Bintsi; Tamara T. Mueller; Sophie Starck; Vasileios Baltatzis; Alexander Hammers; Daniel Rueckert (GRAIL/OCELOT@MICCAI, 2023)

Extended Graph Assessment Metrics for Regression and Weighted Graphs. - Tamara T. Mueller; Sophie Starck; Leonhard F. Feiner; Kyriaki-Margarita Bintsi; Daniel Rueckert; Georgios Kaissis (GRAIL/OCELOT@MICCAI, 2023)

Body Fat Estimation from Surface Meshes Using Graph Neural Networks. - Tamara T. Mueller; Siyu Zhou; Sophie Starck; Friederike Jungmann; Alexander Ziller; Orhun Aksoy; Danylo Movchan; Rickmer Braren; Georgios Kaissis; Daniel Rueckert (ShapeMI@MICCAI, 2023)

Atlas-Based Interpretable Age Prediction. - Sophie Starck; Yadunandan Vivekanand Kini; Jessica Johanna Maria Ritter; Rickmer Braren; Daniel Rueckert; Tamara T. Mueller (CoRR, 2023)

Extended Graph Assessment Metrics for Graph Neural Networks. - Tamara T. Mueller; Sophie Starck; Leonhard F. Feiner; Kyriaki-Margarita Bintsi; Daniel Rueckert; Georgios Kaissis (CoRR, 2023)

Unlocking the Diagnostic Potential of ECG through Knowledge Transfer from Cardiac MRI. - Özgün Turgut; Philip Müller; Paul Hager; Suprosanna Shit; Sophie Starck; Martin J. Menten; Eimo Martens; Daniel Rueckert (CoRR, 2023)

Detecting Unforeseen Data Properties with Diffusion Autoencoder Embeddings Using Spine MRI Data. - Robert Graf; Florian Hunecke; Soeren Pohl; Matan Atad; Hendrik Kristian Möller; Sophie Starck; Thomas Kröncke; Stefanie Bette; Fabian Bamberg; Tobias Pischon; Thoralf Niendorf; Carsten Oliver Schmidt; et al. (ISIC/iMIMIC/EARTH/DeCaF@MICCAI, 2024)

Whole Heart 3D+T Representation Learning Through Sparse 2D Cardiac MR Images. - Yundi Zhang; Chen Chen 042; Suprosanna Shit; Sophie Starck; Daniel Rueckert; Jiazhen Pan (MICCAI (1), 2024)

Diff-Def: Diffusion-Generated Deformation Fields for Conditional Atlases. - Sophie Starck; Vasiliki Sideri-Lampretsa; Bernhard Kainz; Martin J. Menten; Tamara T. Mueller; Daniel Rueckert (CoRR, 2024)

TotalVibeSegmentator: Full Torso Segmentation for the NAKO and UK Biobank in Volumetric Interpolated Breath-hold Examination Body Images. - Robert Graf; Paul-Sören Platzek; Evamaria Olga Riedel; Constanze Ramschütz; Sophie Starck; Hendrik Kristian Möller; Matan Atad; Henry Völzke; Robin Bülow; Carsten Oliver Schmidt; Julia Rüdebusch; Matthias Jung 005; et al. (CoRR, 2024)

A Survey on Graph Construction for Geometric Deep Learning in Medicine: Methods and Recommendations. - Tamara T. Mueller; Sophie Starck; Alina Dima; Stephan Wunderlich; Kyriaki-Margarita Bintsi; Kamilia Zaripova; Rickmer Braren; Daniel Rueckert; Anees Kazi; Georgios Kaissis (Trans. Mach. Learn. Res., 2024)

Are Population Graphs Really as Powerful as Believed? - Tamara T. Müller; Sophie Starck; Kyriaki-Margarita Bintsi; Alexander Ziller; Rickmer Braren; Georgios Kaissis; Daniel Rueckert (Trans. Mach. Learn. Res., 2024)

Large-scale UK Biobank Whole Body Atlases. - Sophie Starck; Vasiliki Sideri-Lampretsa; Jessica Johanna Maria Ritter; Veronika A. Zimmer; Rickmer Braren; Tamara T. Mueller; Daniel Rueckert (Zenodo, 2024)

MAGO-SP: Detection and Correction of Water-Fat Swaps in Magnitude-Only VIBE MRI. - Robert Graf; Hendrik Kristian Möller; Sophie Starck; Matan Atad; Philipp Braun; Jonathan K. Stelter; Annette Peters; Lilian Krist; Stefan Willich; Henry Völzke; Robin Bülow; Tobias Pischon; et al. (MICCAI (13), 2025)

Unlocking the diagnostic potential of electrocardiograms through information transfer from cardiac magnetic resonance imaging. - Özgün Turgut; Philip Müller; Paul Hager; Suprosanna Shit; Sophie Starck; Martin J. Menten; Eimo Martens; Daniel Rueckert (Medical Image Anal., 2025)

AI-driven preclinical disease risk assessment using imaging in UK biobank. - Dmitrii Seletkov; Sophie Starck; Tamara T. Mueller; Yundi Zhang; Lisa Steinhelfer; Daniel Rueckert; Rickmer Braren (npj Digit. Medicine, 2025)

MAGO-SP: Detection and Correction of Water-Fat Swaps in Magnitude-Only VIBE MRI. - Robert Graf; Hendrik Kristian Möller; Sophie Starck; Matan Atad; Philipp Braun; Jonathan K. Stelter; Annette Peters; Lilian Krist; Stefan Willich; Henry Völzke; Robin Bülow; Klaus Berger; et al. (CoRR, 2025)

CINeMA: Conditional Implicit Neural Multi-Modal Atlas for a Spatio-Temporal Representation of the Perinatal Brain. - Maik Dannecker; Vasiliki Sideri-Lampretsa; Sophie Starck; Angeline Mihailov; Mathieu Milh; Nadine Girard; Guillaume Auzias; Daniel Rueckert (CoRR, 2025)

Whole-body Representation Learning For Competing Preclinical Disease Risk Assessment. - Dmitrii Seletkov; Sophie Starck; Ayhan Can Erdur; Yundi Zhang; Daniel Rueckert; Rickmer Braren (CoRR, 2025)