Publications

2024

Books and book chapters

2024dissertation
Dennis Eschweiler
Improving deep learning-based instance segmentation and generative approaches for 3D microscopy image data
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2024dissertation
Long Chen
Deep pixel embedding for segmentation of dense and overlapping objects in biomedical images
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Journal publications

2024article
Yannick Kuhl, Florian Mueller, Stephan Naunheim, Matthias Bovelett, Janko Lambertus, David Schug, Bjoern Weissler, Eike Gegenmantel, Pierre Gebhardt and Volkmar Schulz
A Finely Segmented Semi-Monolithic Detector Tailored for High-Resolution PET
In: Medical Physics
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2024
2024article
Qibin Wang, Zhonghao Zhang, Lei Li, Franziska Schrank, Yu Zeng, Pengyue Guo, Harald Radermacher, Volkmar Schulz and Shouping Zhu
Single-sided Magnetic Particle Imaging Device with Offset Field based Spatial Encoding
In: IEEE Transactions on Medical Imaging
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2024
2024article
Yanchen Li, Rui Zhang, Roman Barmin, Elena Rama, Max Schoenen, Franziska Schrank, Volkmar Schulz, Ioana Slabu, Fabian Kiessling, Twan Lammers and Roger M Pallares
Improving MPI and hyperthermia performance of superparamagnetic iron oxide nanoparticles through fractional factorial design of experiments
In: Nanoscale Advances 6 (17), S. 4352-4359, Royal Society of Chemistry
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2024article
Yannick Kuhl, Florian Mueller, Julian Thull, Stephan Naunheim, David Schug and Volkmar Schulz
3D in-system calibration method for PET detectors
In: Medical Physics, John Wiley and Sons Ltd
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2024article
Katrin Herweg, Daniel Rutstrom, Vanessa Nadig, Luis Stand, Charles L Melcher, Mariya Zhuravleva, Volkmar Schulz and Stefan Gundacker
Timing limits of ultrafast cross ‑ luminescence emission in CsZnCl ‑ based crystals for TOF ‑ CT and TOF ‑ PET
In: EJNMMI Physics 11, Springer International Publishing
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2024article
Vanessa Nadig, Stefan Gundacker, David Schug, Katrin Herweg, Konstantin Weindel, Harald Radermacher, Florian Mueller, Bjoern Weissler and Volkmar Schulz
Scalable, Time-of-Flight and Depth-of-Interaction Detector Units for High-Resolution PET Systems
In: IEEE Transactions on Radiation and Plasma Medical Sciences 8 (1), S. 1--14, IEEE
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2024article
Stephan Naunheim, Florian Mueller, Vanessa Nadig, Yannick Kuhl, Johannes Breuer, Nan Zhang, Sanghee Cho, Maciej Kapusta, Robert Mintzer, Martin Judenhofer and Volkmar Schulz
Holistic Evaluation of a Machine Learning-based Timing Calibration for PET Detectors under Varying Data Sparsity
In: Physics in Medicine & Biology
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2024article
Mathias Wien and Joel Jung
Remote expert viewing, laboratory tests or objective metrics: Which one(s) to trust?
In: EURASIP Journal on Image and Video Processing (16), SpringerOpen
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2024article
Dennis Eschweiler, Rüveyda Yilmaz, Matisse Baumann, Ina Laube, Rijo Roy, Abin Jose, Daniel Brückner and Johannes Stegmaier
Denoising Diffusion Probabilistic Models for Generation of Realistic Fully-Annotated Microscopy Image Data Sets
In: PLOS Computational Biology 20 (2), S. e1011890
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Conference publications

2024inproceedings
Julian Thull, Florian Mueller and Volkmar Schulz
Refining Position Estimates of PET Detector Blocks with Stochastic Gradient Descent
In: PSMR 2024 Elba
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2024
2024inproceedings
Thilo Masbaum, Luis Lopes de Paiva, Florian Mueller, Volkmar Schulz and Stephan Naunheim
First Steps towards a Foundation Model for Positioning in Positron Emission Tomography Detectors
In: 2024 IEEE Nuclear Science Symposium (NSS), Medical Imaging Conference (MIC) and Room Temperature Semiconductor Detector Conference (RTSD), S. 1--1
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2024inproceedings
L.-D. Gaulin, V. Nadig, J. Rossignol, F. Gagnon, K. Herweg, V. Schulz, S. Gundacker and R. Fontaine
Assessing the Performance of the TOFPET2c ASIC at X-ray Energies for Time-of-Flight Scatter Rejection Applications
In: 2024 IEEE Nuclear Science Symposium (NSS), Medical Imaging Conference (MIC) and Room Temperature Semiconductor Detector Conference (RTSD), S. 1-1
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2024
2024inproceedings
V. Nadig, G. Terragni, E. Toumparidou, M. Hornisch, A. Selenski, K. Herweg, E. Tribbia, E. Auffray, V. Schulz and S. Gundacker
A Modular TOF-DOI Detector For OrganDedicated and Large Axial Field of View PET
In: 2024 IEEE Nuclear Science Symposium (NSS), Medical Imaging Conference (MIC) and Room Temperature Semiconductor Detector Conference (RTSD), S. 1-1
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2024inproceedings
K. Herweg, V. Nadig, S. Bisi, C. Bruschini, E. Charbon, V. Schulz and S. Gundacker
Investigating μSiPMs to overcome the limits of BGO in ToF-PET
In: 2024 IEEE Nuclear Science Symposium (NSS), Medical Imaging Conference (MIC) and Room Temperature Semiconductor Detector Conference (RTSD), S. 1-2
BibTeX
2024
2024inproceedings
Ruveyda Yilmaz, Dennis Eschweiler and Johannes Stegmaier
Annotated Biomedical Video Generation Using Denoising Diffusion Probabilistic Models and Flow Fields
In: Simulation and Synthesis in Medical Imaging
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2024inproceedings
Nicolas Neumann, Priyanka Das, Tim Classen and Mathias Wien
Fast Template Matching-Based Reference Picture Padding for Video Coding
In: 2024 IEEE International Conference on Image Processing (ICIP), S. 1897--1902
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2024inproceedings
Yang* Zhang, Er* Jin, Yanfei Dong, Ashkan Khakzar, Philip Torr, Johannes Stegmaier and Kenji Kawaguchi
Effortless Efficiency: Low-Cost Pruning of Diffusion Models
In: arXiv preprint arXiv:2412.02852
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2024
2024inproceedings
Qibin Wang, Zhonghao Zhang, Lei Li, Franziska Schrank, Harald Radermacher, Volkmar Schulz and Shouping Zhu
Simulation of a single-sided MPI handheld device with offset magnetic field for spatial encoding
In: IJMPI 10 (1 Suppl 1)
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2024inproceedings
Julian Thull, Florian Mueller and Volkmar Schulz
Sinogram-based Alignment Estimation of PET Detector Blocks
In: 2024 IEEE Nuclear Science Symposium, Medical Imaging Conference and International Symposium on Room-Temperature Semiconductor Detectors (NSS MIC RTSD)
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2024
2024inproceedings
Sanaz Karimijafarbigloo, Reza Azad, Amirhossein Kazerouni and Dorit Merhof
Reducing Uncertainty in 3D Medical Image Segmentation under Limited Annotations through Contrastive Learning
In: Medical Imaging with Deep Learning
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2024
2024inproceedings
Sanaz Karimijafarbigloo, Reza Azad and Dorit Merhof
Self-Supervised Contrastive Learning for Consistent Few-Shot Image Representations
In: International Workshop on PRedictive Intelligence In MEdicine, S. 173--184
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2024
2024inproceedings
Sanaz Karimijafarbigloo, Reza Azad, Yury Velichko, Ulas Bagci and Dorit Merhof
Leveraging unlabeled data for 3d medical image segmentation through self-supervised contrastive learning
In: 2024 IEEE International Symposium on Biomedical Imaging (ISBI), S. 1--5
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2024inproceedings
K. Lavronenko, L. Lopes de Paiva, F. Mueller, V. Schulz and S. Naunheim
Towards artificial data generation for accelerated PET detector ML-based timing calibration using GANs
In: 2024 IEEE Nuclear Science Symposium (NSS), Medical Imaging Conference (MIC) and Room Temperature Semiconductor Detector Conference (RTSD), S. 1-2
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2024inproceedings
Mathias Wien and Joel Jung
Performance of point cloud- and image-based quality metrics on geometry-only point clouds and textured point clouds
In: European Workshop on Visual Information Processing (EUVIP) 2024, IEEE, Piscataway
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2024
2024inproceedings
Nicolas Neumann, Priyanka Das, Tim Claßen and Mathias Wien
Balancing Complexity of Template Matching-based Reference Picture Padding for Video Coding
In: Picture Coding Symposium (PCS)
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2024
2024inproceedings
Mathias Wien Nicolas Horst
Complexity Reduction of Template Matching-based Reference Picture Padding in Video Coding
In: International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
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2024inproceedings
Chendi Zhu, Lujun Li, Yuli Wu and Zhengxing Sun
SasWOT: Real-Time Semantic Segmentation Architecture Search WithOut Training
In: Proceedings of the AAAI Conference on Artificial Intelligence 38 (7), S. 7722--7730
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2024inproceedings
Yuli Wu, Weidong He, Dennis Eschweiler, Ningxin Dou, Zixin Fan, Shengli Mi, Peter Walter and Johannes Stegmaier
Retinal OCT Synthesis with Denoising Diffusion Probabilistic Models for Layer Segmentation
In: IEEE 21st International Symposium on Biomedical Imaging (ISBI)
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