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Kleesiek, Jens

  1. CellViT: Vision Transformers for Precise Cell Segmentation and Classification
    2023/06/27 by Fabian Hörst, Hörst, Fabian, Moritz Rempe +19 · 27 citations
    Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  2. How we won BraTS 2023 Adult Glioma challenge? Just faking it! Enhanced Synthetic Data Augmentation and Model Ensemble for brain tumour segmentation
    2024/02/27 by Ferreira, André, Solak, Naida, Li, Jianning +4 · 9 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  3. Common Limitations of Image Processing Metrics:A Picture Story
    2021/04/12 by Annika Reinke, Minu D. Tizabi, Reinke, Annika +124 · 4 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Retrieval and Classification Techniques #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  4. Biomedical Large Languages Models Seem not to be Superior to Generalist Models on Unseen Medical Data
    2024/08/25 by Felix J. Dorfner, Dorfner, Felix J., Amin Dada +19 · 9 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer Genomics and Diagnostics #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  5. MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision
    2023/08/30 by Li, Jianning, Zhou, Zongwei, Yang, Jiancheng +154 · 6 citations
    #68T01 #Computer Vision and Pattern Recognition (cs.CV) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  6. Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular Structures
    2024/04/03 by Yannick Kirchhoff, Maximilian Rokuss, Kirchhoff, Yannick +18 · 7 citations
    Engineering · #Additive Manufacturing and 3D Printing Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Manufacturing Process and Optimization #Modular Robots and Swarm Intelligence #electronic engineering #information engineering
  7. Accurate Fine-Grained Segmentation of Human Anatomy in Radiographs via Volumetric Pseudo-Labeling
    2023/06/01 by Constantin Seibold, Alexander Jaus, Seibold, Constantin +14 · 5 citations
    Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #I.4.6 #I.4.7 #I.4.8 #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #electronic engineering #information engineering
  8. AI-based Aortic Vessel Tree Segmentation for Cardiovascular Diseases Treatment: Status Quo
    2021/08/06 by Jin, Yuan, Pepe, Antonio, Li, Jianning +6 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Physics (physics.med-ph) #electronic engineering #information engineering
  9. CellViT++: Energy-Efficient and Adaptive Cell Segmentation and Classification Using Foundation Models
    2025/01/09 by Hörst, Fabian, Rempe, Moritz, Becker, Helmut +3 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. Detailed Annotations of Chest X-Rays via CT Projection for Report Understanding
    2022/10/07 by Constantin Seibold, Simon Reiß, Seibold, Constantin +17 · 3 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4.6 #I.4.8 #I.4.9 #Multimodal Machine Learning Applications #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
  11. Anatomy-guided Pathology Segmentation
    2024/07/08 by Jaus, Alexander, Seibold, Constantin, Reiß, Simon +7 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  12. A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment
    2025/05/15 by Corbeil, Jean-Philippe, Dada, Amin, Attendu, Jean-Michel +7 · 10 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  13. Current State of Community-Driven Radiological AI Deployment in Medical Imaging
    2022/12/29 by Vikas Gupta, Barbaros S. Erdal, Gupta, Vikash +49 · 2 citations
    Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computers and Society (cs.CY) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiology practices and education #Radiomics and Machine Learning in Medical Imaging #eess.IV #electronic engineering #information engineering
  14. Does Biomedical Training Lead to Better Medical Performance?
    2024/04/05 by Amin Dada, Marie Bauer, Dada, Amin +11 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
  15. Brain Tumour Removing and Missing Modality Generation using 3D WDM
    2024/11/07 by André Ferreira, Gijs Luijten, Ferreira, André +9 · 3 citations
    Engineering · Neuroscience · Social Sciences · #Advanced Computing and Algorithms #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Optical Coherence Tomography Applications
  16. Towards Unifying Anatomy Segmentation: Automated Generation of a Full-body CT Dataset via Knowledge Aggregation and Anatomical Guidelines
    2023/07/25 by Jaus, Alexander, Seibold, Constantin, Hermann, Kelsey +5 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  17. Anatomy Completor: A Multi-class Completion Framework for 3D Anatomy Reconstruction
    2023/09/10 by Li, Jianning, Pepe, Antonio, Luijten, Gijs +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  18. Deep Learning-based Point Cloud Registration for Augmented Reality-guided Surgery
    2024/05/06 by Maximilian Weber, Daniel Wild, Weber, Maximilian +7 · 2 citations
    Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Anatomy and Medical Technology #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  19. The Federated Tumor Segmentation (FeTS) Challenge
    2021/05/12 by Pati, Sarthak, Baid, Ujjwal, Zenk, Maximilian +29 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  20. Longitudinal Segmentation of MS Lesions via Temporal Difference Weighting
    2024/09/20 by Maximilian Rokuss, Rokuss, Maximilian, Yannick Kirchhoff +20 · 4 citations
    Computer Science · Medicine · Neuroscience · #AI in cancer detection #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  21. Review of Disentanglement Approaches for Medical Applications -- Towards Solving the Gordian Knot of Generative Models in Healthcare
    2022/03/21 by Fragemann, Jana, Ardizzone, Lynton, Egger, Jan +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  22. AutoPET Challenge: Combining nn-Unet with Swin UNETR Augmented by Maximum Intensity Projection Classifier
    2022/09/02 by Lars Heiliger, Heiliger, Lars, Zdravko Marinov +17 · 1 citation
    Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  23. Real-World Federated Learning in Radiology: Hurdles to overcome and Benefits to gain
    2024/05/15 by Markus Bujotzek, Ünal Akünal, Bujotzek, Markus R. +37 · 2 citations
    Medicine · #Artificial Intelligence in Healthcare and Education #Radiomics and Machine Learning in Medical Imaging #Radiology practices and education
  24. Mirror U-Net: Marrying Multimodal Fission with Multi-task Learning for Semantic Segmentation in Medical Imaging
    2023/03/13 by Zdravko Marinov, Marinov, Zdravko, Simon Reiß +7 · 1 citation
    Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  25. On the Impact of Cross-Domain Data on German Language Models
    2023/10/11 by Dada, Amin, Chen, Aokun, Peng, Cheng +12 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  26. De-Identification of Medical Imaging Data: A Comprehensive Tool for Ensuring Patient Privacy
    2024/10/16 by Moritz Rempe, Lukas Heine, Rempe, Moritz +7 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Privacy-Preserving Technologies in Data #electronic engineering #information engineering
  27. MeDiSumQA: Patient-Oriented Question-Answer Generation from Discharge Letters
    2025/02/05 by Amin Dada, Dada, Amin, Osman Alperen Koraş +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text Readability and Simplification #Topic Modeling
  28. Autopet III challenge: Incorporating anatomical knowledge into nnUNet for lesion segmentation in PET/CT
    2024/09/18 by Hamza Kalisch, Kalisch, Hamza, Fabian Hörst +7 · 2 citations
    Engineering · Medicine · #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  29. Deep PCCT: Photon Counting Computed Tomography Deep Learning Applications Review
    2024/02/06 by Alves, Ana Carolina, Ferreira, André, Luijten, Gijs +4 · 1 citation
    #Computational Engineering #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Finance #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #and Science (cs.CE) #electronic engineering #information engineering
  30. Analysis of the 2024 BraTS Meningioma Radiotherapy Planning Automated Segmentation Challenge
    2024/05/28 by Dominic LaBella, LaBella, Dominic, Abramova, Valeriia +161 · 1 citation
    Computer Science · Engineering · Neuroscience · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Medical Imaging and Analysis
  31. Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks
    2024/10/24 by Jaus, Alexander, Seibold, Constantin, Reiß, Simon +6 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  32. Flatness is Necessary, Neural Collapse is Not: Rethinking Generalization via Grokking
    2025/09/22 by Ting Han, Han, Ting, Linara Adilova +7 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  33. FAM: Relative Flatness Aware Minimization
    2023/07/05 by Adilova, Linara, Abourayya, Amr, Li, Jianning +5 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  34. Improved Multi-Task Brain Tumour Segmentation with Synthetic Data Augmentation
    2024/11/07 by Ferreira, André, Jesus, Tiago, Puladi, Behrus +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)