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Jonas Utz
List of publications:
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Juniorprofessur für Artificial Intelligence in Medical Imaging
Department Artificial Intelligence in Biomedical Engineering (AIBE)
Lehrstuhl für Informatik 14 (Bild- und Sprachverarbeitung) (LME)
Publications
(9)
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Journal article
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Book chapter / Article in edited volumes
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Conference contribution
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Differentiable Score-Based Likelihoods: Learning CT Motion Compensation from Clean Images (2024)
Thies M, Maul N, Mei S, Pfaff L, Vysotskaya N, Gu M, Utz J, et al.
Conference contribution
Deep learning-based classification of erosion, synovitis and osteitis in hand MRI of patients with inflammatory arthritis (2024)
Schlereth M, Yalcin-Mutlu M, Utz J, Bayat S, Heimann T, Qiu J, Ehring C, et al.
Journal article
Leveraging Image Captions for Selective Whole Slide Image Annotation (2024)
Qiu J, Aubreville M, Wilm F, Öttl M, Utz J, Schlereth M, Breininger K
Conference contribution
Gradient-based geometry learning for fan-beam CT reconstruction (2023)
Thies M, Wagner F, Maul N, Folle L, Meier M, Rohleder M, Schneider LS, et al.
Journal article, Original article
Cavity Segmentation in X-ray Microscopy Scans of Mouse Tibiae (2023)
Gu M, Thies M, Wagner F, Pechmann S, Aust O, Weidner D, Neag G, et al.
Conference contribution
On the Benefit of Dual-Domain Denoising in a Self-Supervised Low-Dose CT Setting (2023)
Wagner F, Thies M, Pfaff L, Aust O, Pechmann S, Weidner D, Maul N, et al.
Conference contribution
McLabel: A Local Thresholding Tool for Efficient Semi-automatic Labelling of Cells in Fluorescence Microscopy (2023)
Utz J, Schlereth M, Qiu J, Thies M, Wagner F, Brahim OB, Gu M, et al.
Conference contribution
Noise2Contrast: Multi-contrast Fusion Enables Self-supervised Tomographic Image Denoising (2023)
Wagner F, Thies M, Pfaff L, Maul N, Pechmann S, Gu M, Utz J, et al.
Conference contribution
Focus on Content not Noise: Improving Image Generation for Nuclei Segmentation by Suppressing Steganography in CycleGAN (2023)
Utz J, Weise T, Schlereth M, Wagner F, Thies M, Gu M, Uderhardt S, Breininger K
Conference contribution