Sophie Starck

27 papers Journal 20Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
CINeMA: Conditional Implicit Neural Multi-Modal Atlas for a Spatio-Temporal Representation of the Perinatal Brain.
IEEE Trans. Medical Imaging
Maik Dannecker, Vasiliki Sideri-Lampretsa, Sophie Starck, Angeline Mihailov, Mathieu Milh, Nadine Girard, Guillaume Auzias, Daniel Rueckert
2026 J jnl
Diff-Def: Diffusion-Generated Deformation Fields for Conditional Atlases.
IEEE Trans. Medical Imaging
Sophie Starck, Vasiliki Sideri-Lampretsa, Bernhard Kainz, Martin J. Menten, Tamara T. Mueller, Daniel Rueckert
2026 J jnl
Opportunistic Cardiac Health Assessment: Estimating Phenotypes from Localizer MRI through Multi-Modal Representations.
CoRR
Busra Nur Zeybek, Özgün Turgut, Yundi Zhang, Jiazhen Pan, Robert Graf, Sophie Starck, Daniel Rueckert, Sevgi Gokce Kafali
2025 J jnl
AI-driven preclinical disease risk assessment using imaging in UK biobank.
npj Digit. Medicine
Dmitrii Seletkov, Sophie Starck, Tamara T. Mueller, Yundi Zhang, Lisa Steinhelfer, Daniel Rueckert, Rickmer Braren
2025 J jnl
CINeMA: Conditional Implicit Neural Multi-Modal Atlas for a Spatio-Temporal Representation of the Perinatal Brain.
CoRR
Maik Dannecker, Vasiliki Sideri-Lampretsa, Sophie Starck, Angeline Mihailov, Mathieu Milh, Nadine Girard, Guillaume Auzias, Daniel Rueckert
2025 — conf
MAGO-SP: Detection and Correction of Water-Fat Swaps in Magnitude-Only VIBE MRI.
MICCAI (13)
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, Thoralf Niendorf, Johannes C. Paetzold, Dimitrios C. Karampinos, Daniel Rueckert, Jan Kirschke
2025 J jnl
MAGO-SP: Detection and Correction of Water-Fat Swaps in Magnitude-Only VIBE MRI.
CoRR
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, Tobias Pischon, Thoralf Niendorf, Johannes C. Paetzold, Dimitrios C. Karampinos, Daniel Rueckert, Jan Kirschke
2025 J jnl
Unlocking the diagnostic potential of electrocardiograms through information transfer from cardiac magnetic resonance imaging.
Medical Image Anal.
Özgün Turgut, Philip Müller, Paul Hager, Suprosanna Shit, Sophie Starck, Martin J. Menten, Eimo Martens, Daniel Rueckert
2025 — conf
Whole-Body Representation Learning For Competing Preclinical Disease Risk Assessment.
AMAI@MICCAI
Dmitrii Seletkov, Sophie Starck, Ayhan Can Erdur, Yundi Zhang, Daniel Rueckert, Rickmer Braren
2025 J jnl
Whole-body Representation Learning For Competing Preclinical Disease Risk Assessment.
CoRR
Dmitrii Seletkov, Sophie Starck, Ayhan Can Erdur, Yundi Zhang, Daniel Rueckert, Rickmer Braren
2024 J jnl
A Survey on Graph Construction for Geometric Deep Learning in Medicine: Methods and Recommendations.
Trans. Mach. Learn. Res.
Tamara T. Mueller, Sophie Starck, Alina Dima, Stephan Wunderlich, Kyriaki-Margarita Bintsi, Kamilia Zaripova, Rickmer Braren, Daniel Rueckert, Anees Kazi, Georgios Kaissis
2024 J jnl
Are Population Graphs Really as Powerful as Believed?
Trans. Mach. Learn. Res.
Tamara T. Müller, Sophie Starck, Kyriaki-Margarita Bintsi, Alexander Ziller, Rickmer Braren, Georgios Kaissis, Daniel Rueckert
2024 — conf
Detecting Unforeseen Data Properties with Diffusion Autoencoder Embeddings Using Spine MRI Data.
ISIC/iMIMIC/EARTH/DeCaF@MICCAI
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, Johannes C. Paetzold, Daniel Rueckert, Jan S. Kirschke
2024 J jnl
Detecting Unforeseen Data Properties with Diffusion Autoencoder Embeddings using Spine MRI data.
CoRR
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, Johannes C. Paetzold, Daniel Rueckert, Jan S. Kirschke
2024 J jnl
Diff-Def: Diffusion-Generated Deformation Fields for Conditional Atlases.
CoRR
Sophie Starck, Vasiliki Sideri-Lampretsa, Bernhard Kainz, Martin J. Menten, Tamara T. Mueller, Daniel Rueckert
2024 J jnl
TotalVibeSegmentator: Full Torso Segmentation for the NAKO and UK Biobank in Volumetric Interpolated Breath-hold Examination Body Images.
CoRR
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, Marco Reisert, Jakob Weiss, Maximilian Löffler, Fabian Bamberg, Bene Wiestler, Johannes C. Paetzold, Daniel Rueckert, Jan Stefan Kirschke
2024 — conf
Whole Heart 3D+T Representation Learning Through Sparse 2D Cardiac MR Images.
MICCAI (1)
Yundi Zhang, Chen Chen, Suprosanna Shit, Sophie Starck, Daniel Rueckert, Jiazhen Pan
2024 J jnl
Whole Heart 3D+T Representation Learning Through Sparse 2D Cardiac MR Images.
CoRR
Yundi Zhang, Chen Chen, Suprosanna Shit, Sophie Starck, Daniel Rueckert, Jiazhen Pan
2023 — conf
A Comparative Study of Population-Graph Construction Methods and Graph Neural Networks for Brain Age Regression.
GRAIL/OCELOT@MICCAI
Kyriaki-Margarita Bintsi, Tamara T. Mueller, Sophie Starck, Vasileios Baltatzis, Alexander Hammers, Daniel Rueckert
2023 J jnl
A Comparative Study of Population-Graph Construction Methods and Graph Neural Networks for Brain Age Regression.
CoRR
Kyriaki-Margarita Bintsi, Tamara T. Mueller, Sophie Starck, Vasileios Baltatzis, Alexander Hammers, Daniel Rueckert
2023 J jnl
Atlas-Based Interpretable Age Prediction.
CoRR
Sophie Starck, Yadunandan Vivekanand Kini, Jessica Johanna Maria Ritter, Rickmer Braren, Daniel Rueckert, Tamara T. Mueller
2023 — conf
Body Fat Estimation from Surface Meshes Using Graph Neural Networks.
ShapeMI@MICCAI
Tamara T. Mueller, Siyu Zhou, Sophie Starck, Friederike Jungmann, Alexander Ziller, Orhun Aksoy, Danylo Movchan, Rickmer Braren, Georgios Kaissis, Daniel Rueckert
2023 J jnl
Body Fat Estimation from Surface Meshes using Graph Neural Networks.
CoRR
Tamara T. Mueller, Siyu Zhou, Sophie Starck, Friederike Jungmann, Alexander Ziller, Orhun Aksoy, Danylo Movchan, Rickmer Braren, Georgios Kaissis, Daniel Rueckert
2023 J jnl
Extended Graph Assessment Metrics for Graph Neural Networks.
CoRR
Tamara T. Mueller, Sophie Starck, Leonhard F. Feiner, Kyriaki-Margarita Bintsi, Daniel Rueckert, Georgios Kaissis
2023 — conf
Extended Graph Assessment Metrics for Regression and Weighted Graphs.
GRAIL/OCELOT@MICCAI
Tamara T. Mueller, Sophie Starck, Leonhard F. Feiner, Kyriaki-Margarita Bintsi, Daniel Rueckert, Georgios Kaissis
2023 J jnl
Unlocking the Diagnostic Potential of ECG through Knowledge Transfer from Cardiac MRI.
CoRR
Özgün Turgut, Philip Müller, Paul Hager, Suprosanna Shit, Sophie Starck, Martin J. Menten, Eimo Martens, Daniel Rueckert
2020 J jnl
PySAP: Python Sparse Data Analysis Package for multidisciplinary image processing.
Astron. Comput.
Samuel Farrens, Antoine Grigis, Loubna El Gueddari, Zaccharie Ramzi, Chaithya G. R., Sophie Starck, Benoît Sarthou, Hamza Cherkaoui, Philippe Ciuciu, Jean-Luc Starck