Sophie Starck

According to our database1, Sophie Starck authored at least 14 papers between 2020 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2025
Unlocking the diagnostic potential of electrocardiograms through information transfer from cardiac magnetic resonance imaging.
Medical Image Anal., 2025

2024
Are Population Graphs Really as Powerful as Believed?
Trans. Mach. Learn. Res., 2024

A Survey on Graph Construction for Geometric Deep Learning in Medicine: Methods and Recommendations.
Trans. Mach. Learn. Res., 2024

TotalVibeSegmentator: Full Torso Segmentation for the NAKO and UK Biobank in Volumetric Interpolated Breath-hold Examination Body Images.
CoRR, 2024

Diff-Def: Diffusion-Generated Deformation Fields for Conditional Atlases.
CoRR, 2024

Whole Heart 3D+T Representation Learning Through Sparse 2D Cardiac MR Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Detecting Unforeseen Data Properties with Diffusion Autoencoder Embeddings Using Spine MRI Data.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 Workshops, 2024

2023
Unlocking the Diagnostic Potential of ECG through Knowledge Transfer from Cardiac MRI.
CoRR, 2023

Extended Graph Assessment Metrics for Graph Neural Networks.
CoRR, 2023

Atlas-Based Interpretable Age Prediction.
CoRR, 2023

Body Fat Estimation from Surface Meshes Using Graph Neural Networks.
Proceedings of the Shape in Medical Imaging - International Workshop, 2023

Extended Graph Assessment Metrics for Regression and Weighted Graphs.
Proceedings of the Graphs in Biomedical Image Analysis, and Overlapped Cell on Tissue Dataset for Histopathology, 2023

A Comparative Study of Population-Graph Construction Methods and Graph Neural Networks for Brain Age Regression.
Proceedings of the Graphs in Biomedical Image Analysis, and Overlapped Cell on Tissue Dataset for Histopathology, 2023

2020
PySAP: Python Sparse Data Analysis Package for multidisciplinary image processing.
Astron. Comput., 2020


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