Jens Kleesiek

Venues

Frequent coauthors

Papers

1. A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment
   ACL 2025 ·

   Jean-Philippe Corbeil

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2. Achieving Over 10 ˟ Faster Sample Generation with Conditional Denoising Diffusion
   MICCAI 2025 ·

   André Ferreira

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3. CT-GRAPH: Hierarchical Graph Attention Network for Anatomy-Guided CT Report Generation
   ICCV 2025 ·

   Hamza Kalisch

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4. Enforcing Anatomical Symmetry with Euclidean Distance Transforms for Low-Field MRI Bilateral Structure Segmentation
   MICCAI 2025 ·

   Zdravko Marinov

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5. Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks
   AAAI 2025 ·

   Alexander Jaus

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6. Flatness is Necessary, Neural Collapse is Not: Rethinking Generalization via Grokking
   NeurIPS 2025 ·

   Ting Han

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7. Improving Medical Visual Instruction Tuning with Labeled Datasets
   MICCAI 2025 ·

   Amin Dada

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8. Little Is Enough: Boosting Privacy by Sharing Only Hard Labels in Federated Semi-Supervised Learning
   AAAI 2025 ·

   Amr Abourayya

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9. Not All Ensembles Are Equal: A Short Study on Moderate to Severe Traumatic Brain Injury Segmentation Methods
   MICCAI 2025 ·

   Zdravko Marinov

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10. Towards Conditioning Clinical Text Generation for User Control
    ACL 2025 ·

    Osman Alperen Koras

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11. Anatomy-Guided Pathology Segmentation
    MICCAI 2024 ·

    Alexander Jaus

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12. Back to the Future: Challenges of Sparse and Irregular Medical Image Time Series
    MICCAI 2024 ·

    Nico Disch

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13. Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-Guided Radiotherapy
    MICCAI 2024 ·

    Nikoo Moradi

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14. Filters, Thresholds, and Geodesic Distances for Scribble-Based Interactive Segmentation of Medical Images
    CVPR 2024 ·

    Zdravko Marinov

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15. Learned Image Compression for HE-Stained Histopathological Images via Stain Deconvolution
    MICCAI 2024 ·

    Maximilian Fischer

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16. Longitudinal Segmentation of MS Lesions via Temporal Difference Weighting
    MICCAI 2024 ·

    Maximilian Rokuss

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17. Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular Structures
    ECCV 2024 ·

    Yannick Kirchhoff

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18. Taking a Step Back: Revisiting Classical Approaches for Efficient Interactive Segmentation of Medical Images
    CVPR 2024 ·

    Zdravko Marinov

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