Publikationen

2024

Bücher und Buchkapitel

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-Veröffentlichungen

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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Konferenz-Veröffentlichungen

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
BibTeX
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)
BibTeX
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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