PPaperPicks

Jens Kleesiek

University Hospital Essen, Germany

18 papers at tracked venues · 8 at CORE A* · active 2024–2025

DBLP profile ↗ORCID 0000-0001-8686-0682 ↗Google Scholar ↗Homepage ↗

Venues

MICCAI ×9AAAI ×2ACL ×2CVPR ×2ECCV ×1ICCV ×1NeurIPS ×1

Frequent coauthors

Rainer Stiefelhagen
×7
Zdravko Marinov
×5
Constantin Seibold
×4
Alexander Jaus
×4
Klaus H. Maier-Hein
×4
Amin Dada
×3
Saikat Roy
×3
Constantin Ulrich
×3
Tassilo Wald
×3
André Ferreira
×2
Gijs Luijten
×2
Victor Alves
×2

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
    ,
    Amin Dada
    ,
    Jean-Michel Attendu
    ,
    Asma Ben Abacha
    ,
    Alessandro Sordoni
    ,
    Lucas Caccia
    ,
    François Beaulieu
    ,
    Thomas Lin
    , Jens Kleesiek,
    Paul Vozila
  2. Achieving Over 10 ˟ Faster Sample Generation with Conditional Denoising Diffusion
    MICCAI 2025 ·
    André Ferreira
    ,
    Gijs Luijten
    ,
    Behrus Hinrichs-Puladi
    , Jens Kleesiek,
    Victor Alves
    ,
    Jan Egger
  3. CT-GRAPH: Hierarchical Graph Attention Network for Anatomy-Guided CT Report Generation
    ICCV 2025 ·
    Hamza Kalisch
    ,
    Fabian Hörst
    , Jens Kleesiek,
    Ken Herrmann
    ,
    Constantin Seibold
  4. Enforcing Anatomical Symmetry with Euclidean Distance Transforms for Low-Field MRI Bilateral Structure Segmentation
    MICCAI 2025 ·
    Zdravko Marinov
    , Jens Kleesiek,
    Rainer Stiefelhagen
  5. Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks
    AAAI 2025 ·
    Alexander Jaus
    ,
    Constantin Marc Seibold
    ,
    Simon Reiß
    ,
    Zdravko Marinov
    ,
    Keyi Li
    ,
    Zeling Ye
    ,
    Stefan Krieg
    , Jens Kleesiek,
    Rainer Stiefelhagen
  6. Flatness is Necessary, Neural Collapse is Not: Rethinking Generalization via Grokking
    NeurIPS 2025 ·
    Ting Han
    ,
    Linara Adilova
    ,
    Henning Petzka
    , Jens Kleesiek,
    Michael Kamp
  7. Improving Medical Visual Instruction Tuning with Labeled Datasets
    MICCAI 2025 ·
    Amin Dada
    ,
    Amanda Butler Contreras
    ,
    Constantin Seibold
    ,
    Osman Alperen Koras
    ,
    Julius Keyl
    ,
    Aokun Chen
    ,
    Cheng Peng
    ,
    Alexander Brehmer
    ,
    Kaleb E. Smith
    ,
    Jiang Bian
    ,
    Yonghui Wu
    , Jens Kleesiek
  8. Little Is Enough: Boosting Privacy by Sharing Only Hard Labels in Federated Semi-Supervised Learning
    AAAI 2025 ·
    Amr Abourayya
    , Jens Kleesiek,
    Kanishka Rao
    ,
    Erman Ayday
    ,
    Bharat Rao
    ,
    Geoffrey I. Webb
    ,
    Michael Kamp
  9. Not All Ensembles Are Equal: A Short Study on Moderate to Severe Traumatic Brain Injury Segmentation Methods
    MICCAI 2025 ·
    Zdravko Marinov
    , Jens Kleesiek,
    Rainer Stiefelhagen
  10. Towards Conditioning Clinical Text Generation for User Control
    ACL 2025 ·
    Osman Alperen Koras
    ,
    Rabi Bahnan
    , Jens Kleesiek,
    Amin Dada
  11. Anatomy-Guided Pathology Segmentation
    MICCAI 2024 ·
    Alexander Jaus
    ,
    Constantin Seibold
    ,
    Simon Reiß
    ,
    Lukas Heine
    ,
    Anton Schily
    ,
    Moon S. Kim
    ,
    Fin Hendrik Bahnsen
    ,
    Ken Herrmann
    ,
    Rainer Stiefelhagen
    , Jens Kleesiek
  12. Back to the Future: Challenges of Sparse and Irregular Medical Image Time Series
    MICCAI 2024 ·
    Nico Disch
    ,
    Robin Peretzke
    ,
    Saikat Roy
    ,
    Constantin Ulrich
    ,
    David Zimmerer
    ,
    Rainer Stiefelhagen
    , Jens Kleesiek,
    Klaus H. Maier-Hein
  13. Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-Guided Radiotherapy
    MICCAI 2024 ·
    Nikoo Moradi
    ,
    André Ferreira
    ,
    Behrus Puladi
    , Jens Kleesiek,
    Emad Fatemizadeh
    ,
    Gijs Luijten
    ,
    Victor Alves
    ,
    Jan Egger
  14. Filters, Thresholds, and Geodesic Distances for Scribble-Based Interactive Segmentation of Medical Images
    CVPR 2024 ·
    Zdravko Marinov
    ,
    Alexander Jaus
    , Jens Kleesiek,
    Rainer Stiefelhagen
  15. Learned Image Compression for HE-Stained Histopathological Images via Stain Deconvolution
    MICCAI 2024 ·
    Maximilian Fischer
    ,
    Peter Neher
    ,
    Tassilo Wald
    ,
    Silvia Dias Almeida
    ,
    Shuhan Xiao
    ,
    Peter J. Schüffler
    ,
    Rickmer Braren
    ,
    Michael Götz
    ,
    Alexander Muckenhuber
    , Jens Kleesiek,
    Marco Nolden
    ,
    Klaus H. Maier-Hein
  16. Longitudinal Segmentation of MS Lesions via Temporal Difference Weighting
    MICCAI 2024 ·
    Maximilian Rokuss
    ,
    Yannick Kirchhoff
    ,
    Saikat Roy
    ,
    Balint Kovacs
    ,
    Constantin Ulrich
    ,
    Tassilo Wald
    ,
    Maximilian Zenk
    ,
    Stefan Denner
    ,
    Fabian Isensee
    ,
    Philipp Vollmuth
    , Jens Kleesiek,
    Klaus H. Maier-Hein
  17. Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular Structures
    ECCV 2024 ·
    Yannick Kirchhoff
    ,
    Maximilian Rokuss
    ,
    Saikat Roy
    ,
    Balint Kovacs
    ,
    Constantin Ulrich
    ,
    Tassilo Wald
    ,
    Maximilian Zenk
    ,
    Philipp Vollmuth
    , Jens Kleesiek,
    Fabian Isensee
    ,
    Klaus H. Maier-Hein
  18. Taking a Step Back: Revisiting Classical Approaches for Efficient Interactive Segmentation of Medical Images
    CVPR 2024 ·
    Zdravko Marinov
    ,
    Alexander Jaus
    , Jens Kleesiek,
    Rainer Stiefelhagen