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Project
Deep Learning Enhanced 4D Total Body PET Imaging
Information
Project Team
Organisations
Outputs & Impact
Publications & research data ( 7 )
Sub-5-minute denoised PET imaging of indeterminate renal masses using 89Zr-DFO-Girentuximab : a feasibility study
Florence Marie Muller
Margaret E Daube-Witherspoon
Michael J Parma
Joel S Karp
Philipose G Mulugeta
C3
Conference
2026
Realization of long axial field-of-view PET technology in the clinic and research environment
Florence Marie Muller
Margaret E Daube-Witherspoon
Elizabeth J Li
Austin R Pantel
Joel S Karp
A1
Journal Article
in
BRITISH JOURNAL OF RADIOLOGY
2026
Cross-modality deep learning denoising for low-dose μSPECT : transfer of PET-trained U-net and diffusion models
Elise Taragola
Sara Neyt
Boxiao Yu
Maya Abi Akl
Boris Vervenne
Kuang Gong
Stefaan Vandenberghe
Christian Vanhove
Florence Marie Muller
A2
Journal Article
in
CHEMICAL & BIOMEDICAL IMAGING
2026
Extending the walk-through PET with anatomical imaging capabilities : performance and applicability of CT-less and custom-CT approaches
Boris Vervenne
Robine Janssen
Florence Marie Muller
Alexander Rogiers
Maya Abi Akl
Jens Maebe
Stiene Vanderbeke
Christian Vanhove
Stefaan Vandenberghe
C3
Conference
2026
Deep learning-based sinogram inpainting for a sparse-view rectangular CT system integrated with a dual-flat panel PET system
Robine Janssen
Boris Vervenne
Florence Marie Muller
Kuangyu Shi
Christian Vanhove
Stefaan Vandenberghe
C3
Conference
2025
Deep learning based sinogram inpainting of sparse-view (rectangular) CT data
Robine Janssen
Boris Vervenne
Florence Marie Muller
August Blomgren
Kuangyu Shi
Maya Abi Akl
Jens Maebe
Christian Vanhove
Stefaan Vandenberghe
C3
Conference
2025
Impact of deep learning denoising on kinetic modelling for low-dose dynamic PET : application to single- and dual-tracer imaging protocols
Florence Marie Muller
Elizabeth J. Li
Margaret E. Daube-Witherspoon
Austin R. Pantel
Corinde E. Wiers
Jacob G. Dubroff
Christian Vanhove
Stefaan Vandenberghe
Joel S. Karp
A1
Journal Article
in
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING
2025
Activities ( 0 )
Results
Impact narratives ( 0 )
Patents ( 0 )