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Sophie Starck

PySAP: Python Sparse Data Analysis Package for multidisciplinary image processing
2020 · S. Farrens, A. Grigis, et al. · Astronomy and Computing · 30
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Unlocking the diagnostic potential of electrocardiograms through information transfer from cardiac magnetic resonance imaging
2025 · Özgün Turgut, Philip Müller, et al. · Medical Image Analysis · 20
VIBESegmentator: full body MRI segmentation for the NAKO and UK Biobank
2025 · Robert Graf, Paul Platzek, et al. · European Radiology · 17
PySAP-MRI: a Python Package for MR Image Reconstruction
2020 · Gueddari, Loubna, El, Giliyar Radhakrishna, Chaithya, et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 9
AI-driven preclinical disease risk assessment using imaging in UK biobank
2025 · Dmitrii Seletkov, Sophie Starck, et al. · npj Digital Medicine · 7
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Using UK Biobank data to establish population-specific atlases from whole body MRI
2024 · Sophie Starck, Vasiliki Sideri-Lampretsa, et al. · Communications Medicine · 7
Whole Heart 3D+T Representation Learning Through Sparse 2D Cardiac MR Images
2024 · Yundi Zhang, Chen Chen, et al. · Lecture notes in computer science · 5
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Diff-Def: Diffusion-Generated Deformation Fields for Conditional Atlases
2025 · Sophie Starck, Vasiliki Sideri-Lampretsa, et al. · IEEE Transactions on Medical Imaging · 4
CINeMA: Conditional Implicit Neural Multi-Modal Atlas for a Spatio-Temporal Representation of the Perinatal Brain
2025 · Maik Dannecker, Vasiliki Sideri-Lampretsa, et al. · IEEE Transactions on Medical Imaging · 3
Body Fat Estimation from Surface Meshes Using Graph Neural Networks
2023 · Tamara T. Mueller, Siyu Zhou, et al. · Lecture notes in computer science · 2
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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
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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
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Extended Graph Assessment Metrics for Regression and Weighted Graphs
2024 · Tamara T. Mueller, Sophie Starck, et al. · Lecture notes in computer science · 1
Opportunistic Cardiac Health Assessment: Estimating Phenotypes from Localizer MRI Through Multi-modal Representations
2026 · Busra Nur Zeybek, Özgün Turgut, et al. · Lecture notes in computer science
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Local and global patterns support medical imaging as a biomarker of ageing
2026 · Tamara T. Mueller, Sophie Starck, et al. · Communications Medicine
What Cohort INRs Encode and Where to Freeze Them
2026 · Sideri-Lampretsa, Vasiliki, Starck, Sophie, et al. · arXiv (Cornell University)
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Whole-Body Representation Learning For Competing Preclinical Disease Risk Assessment
2026 · Dmitrii Seletkov, Sophie Starck, et al. · Lecture notes in computer science
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MAGO-SP: Detection and Correction of Water-Fat Swaps in Magnitude-Only VIBE MRI
2025 · Robert Graf, Hendrik Möller, et al. · Lecture notes in computer science
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Detecting Unforeseen Data Properties with Diffusion Autoencoder Embeddings Using Spine MRI Data
2025 · Robert Graf, Florian Hunecke, et al. · Lecture notes in computer science
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Extended Graph Assessment Metrics for Graph Neural Networks
2023 · Mueller, Tamara T., Starck, Sophie, et al. · arXiv (Cornell University)
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PySAP: Python Sparse data Analysis Package
2020 · S. Farrens, Antoine Grigis, et al. · Astrophysics Source Code Library
Works count: 22
Citation count: 107
H-index: 6
I10-index: 3
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