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ML-EM based dual tracer PET image reconstruction with inclusion of prompt gamma attenuation2024 Physics in Medicine and Biology article Medicine Medical Imaging Techniques and Applications Open access
Elisabeth A. G. Pfaehler, Debora Niekämper, Jürgen J Scheins, Nadim Jon Shah, Christoph W. Lerche
8citations -
Time-Of-Flight PET Image Reconstruction with Complex Timing Kernels: The Case of BGO Cherenkov Photons2020 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) conference-paper Medicine Medical Imaging Techniques and Applications
Nikos Efthimiou, N. Kratochwil, S. Gundacker, Andrea Polesel, Matteo Salomoni, E. Auffray, +1 more
3citations -
Self-Supervised Learning Based on Transformed Image Reconstruction for Equivariance-Coherent Feature Representation2026 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Domain Adaptation and Few-Shot Learning Open access
Qin Wang, Alessio Quercia, Benjamin Bruns, Abigail Morrison, Hanno Scharr, Kai Krajsek
1citations -
TOF-PET Image Reconstruction With Multiple Timing Kernels Applied on Cherenkov Radiation in BGO2020 IEEE Transactions on Radiation and Plasma Medical Sciences article Medicine Medical Imaging Techniques and Applications Open access cited by 4 patents
Nikos Efthimiou, N. Kratochwil, S. Gundacker, Andrea Polesel, E. Auffray, Marco Pizzichemi
54citations -
Image Reconstruction Analysis for Positron Emission Tomography With Heterostructured Scintillators2022 IEEE Transactions on Radiation and Plasma Medical Sciences article Medicine Medical Imaging Techniques and Applications Open access
Philipp Mohr, Nikos Efthimiou, Fiammetta Pagano, N. Kratochwil, Marco Pizzichemi, Charalampos Tsoumpas, +2 more
25citations -
Reconstruction of Patient-Specific Confounders in AI-based Radiologic Image Interpretation using Generative Pretraining2023 arXiv (Cornell University) preprint Computer Science Machine Learning in Healthcare Open access
Tianyu Han, Laura Žigutytė, Luisa Charlotte Huck, Marc Huppertz, Robert Malte Siepmann, Yossi Gandelsman, +6 more
1citations -
Registration of Image Modalities for Analyses of Tissue Samples Using 3D Image Modelling2020 PROTEOMICS - CLINICAL APPLICATIONS article Chemistry Mass Spectrometry Techniques and Applications Open access
Juliane Hermann, Kai Brehmer, Vera Jankowski, Michaela Lellig, Mathias Hohl, Felix Mahfoud, +5 more
6citations -
Transformers for CT Reconstruction From Monoplanar and Biplanar Radiographs2023 arXiv (Cornell University) preprint Medicine Radiomics and Machine Learning in Medical Imaging Open access
Firas Khader, Gustav Anton Müller‐Franzes, Sven Nebelung, Christiane Katharina Kuhl, Johannes Stegmaier, Daniel Truhn
0citations -
CT Reconstruction Kernels and the Effect of Pre- and Post-Processing on the Reproducibility of Handcrafted Radiomic Features2022 Journal of Personalized Medicine article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Turkey Refaee, Zohaib Salahuddin, Yousif Widaatalla, Sergey P. Primakov, Henry C. Woodruff, Roland Hustinx, +3 more
15citations -
Faster Acquisition and Improved Image Quality of T2-Weighted Dixon Breast MRI at 3T Using Deep Learning: A Prospective Study2025 Korean Journal of Radiology article Medicine Advanced MRI Techniques and Applications Open access
Caroline Wilpert, Alexander Rau, Maximilian Frederik Russe, Benedict Oerther, Ralph Strecker, M. Nickel, +8 more
5citations -
Impact of tissue-independent positron range correction on [68Ga]Ga-DOTATOC and [68Ga]Ga-PSMA PET image reconstructions: a patient data study2025 European Journal of Nuclear Medicine and Molecular Imaging article Medicine Medical Imaging Techniques and Applications Open access
Prodromos Gavriilidis, Felix Manuel Mottaghy, Michel J. B. Koole, Tineke van de Weijer, Cristina Mitea, Jochem A. J. van der Pol, +3 more
3citations -
Segmentation of the iliac crest from CT-data for virtual surgical planning of facial reconstruction surgery using deep learning2025 Scientific Reports article Medicine Reconstructive Surgery and Microvascular Techniques Open access
Stefan Raith, Tobias Pankert, Srikrishna Jaganathan, Florian Peters, Mathias Wien, Frank Hölzle, +1 more
6citations -
MedMNIST v2: A Large-Scale Lightweight Benchmark for 2D and 3D Biomedical Image Classification2022 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science AI in cancer detection Open access
Jiancheng Yang, Rui Shi, Donglai Wei, Zequan Liu, Lin Zhao, Hanspeter Pfister, +1 more
0citations