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Deep learning-based denoising for improved dose efficiency in EDX tomography of nanoparticles2021 Nanoscale article Biochemistry, Genetics and Molecular Biology Advanced Electron Microscopy Techniques and Applications Open access
Alexander S. Skorikov, Wouter Heyvaert, Wiebke Albrecht, Daniël M. Pelt, Sara Bals
28citations -
Deep learning denoising and positron range correction of clinical [68Ga]Ga-DOTA-TOC PET images2026 Zeitschrift für Medizinische Physik article Medicine Medical Imaging Techniques and Applications Open access
Prodromos Gavriilidis, Roel Wierts, Jochem A. J. van der Pol, Sander Jentjens, Felix Manuel Mottaghy, Michel J. B. Koole
0citations -
Denoising low-field MR images with a deep learning algorithm based on simulated data from easily accessible open-source software2024 Journal of Magnetic Resonance article Computer Science Image and Signal Denoising Methods Open access
Chloé Najac, Beatrice Lena, Thomas O’Reilly, Yiming Dong, Peter Börnert, Hieab H.H. Adams, +1 more
12citations -
Super-resolving Herschel : A deep-learning-based deconvolution and denoising technique2026 Astronomy and Astrophysics article Computer Science Advanced Image Processing Techniques Open access
Dennis Koopmans, Lingyu Wang, Berta Margalef-Bentabol, Antonio La Marca, M. Béthermin, Laura Bisigello, +6 more
1citations -
Reduction of ADC bias in diffusion MRI with deep learning-based acceleration: A phantom validation study at 3.0 T2024 Magnetic Resonance Imaging article Medicine Advanced MRI Techniques and Applications Open access
Teresa Lemainque, Masami Yoneyama, Chiara Morsch, Elene Iordanishvili, Alexandra Barabasch, Maximilian Franz Schulze-Hagen, +3 more
12citations -
Deep learning image enhancement algorithms in PET/CT imaging: a phantom and sarcoma patient radiomic evaluation2025 European Journal of Nuclear Medicine and Molecular Imaging article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Lara M. Bonney, Gijsbert M. Kalisvaart, Floris H. P. van Velden, Kevin Martin Bradley, Andrew Bassim Hassan, Willem Grootjans, +1 more
8citations -
Enhancing synchrotron radiation micro-CT images using deep learning: an application of Noise2Inverse on bone imaging2025 Journal of Synchrotron Radiation article Computer Science Image and Signal Denoising Methods Open access
Yoshihiro Obata, Dilworth Y. Parkinson, Daniël M. Pelt, Claire Acevedo
4citations -
A Comparative Study of Supervised and Self-Supervised Denoising Techniques for Defect Segmentation in Industrial CT Imaging2025 e-Journal of Nondestructive Testing article Computer Science Image and Signal Denoising Methods Open access
Virginia Florian, Jiayang Shi, Willem Jan Palenstijn, Daniël M. Pelt, K. Joost Batenburg, Thomas Lang, +5 more
1citations -
Denoising diffusion probabilistic models for generation of realistic fully-annotated microscopy image datasets2024 PLoS Computational Biology article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Dennis Eschweiler, Rüveyda Yilmaz, Matisse Baumann, Ina Laube, Rijo Roy, Abin Jose, +2 more
33citations -
Assessment of data consistency through cascades of independently recurrent inference machines for fast and robust accelerated MRI reconstruction2022 Physics in Medicine and Biology article Medicine Advanced MRI Techniques and Applications Open access
Dimitrios Karkalousos, Samantha Noteboom, Hanneke E. Hulst, Franciscus M. Vos, Matthan W.A. Caan
13citations
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