Ghent University Academic Bibliography

Conference Paper
C3
open access

Deep learning based sinogram inpainting of sparse-view (rectangular) CT data

Robine Janssen, Boris Vervenne (UGent) , Florence Marie Muller (UGent) , August Blomgren, Kuangyu Shi, Maya Abi Akl (UGent) , Jens Maebe (UGent) , Christian Vanhove (UGent) and Stefaan Vandenberghe (UGent)

(2025) BART 2025 : Bern AI Radiotherapy Symposium, Abstracts.

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Conference Paper
C3
open access

Deep learning for denoising and super- resolution in low-resolution micro-MRI for mouse imaging : achieving shorter scan times

Niels Verhelst, Joran Courtens (UGent) , Boris Vervenne (UGent) , Maya Abi Akl (UGent) , Jens Maebe (UGent) , Melissa Lajtos (UGent) , Stefaan Vandenberghe (UGent) , Christian Vanhove (UGent) and Florence Marie Muller (UGent)

(2025) 20th European Molecular Imaging Meeting, Abstracts.

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Conference Paper
C3
open access

Object-based phantom training for deep learning denoising of micro-CT scans : a comparison with mouse image-based models

Jarne Devos, Ruben Defoort (UGent) , Niels Verhelst, Joran Courtens (UGent) , Boris Vervenne (UGent) , Maya Abi Akl (UGent) , Jens Maebe (UGent) , Stefaan Vandenberghe (UGent) , Christian Vanhove (UGent) and Florence Marie Muller (UGent)

(2025) 20th European Molecular Imaging Meeting, Abstracts.

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Monte Carlo simulation of a low-cost total-body PET scanner design based on flat-panels with monolithic detectors

Elke Dhaenens (UGent) , Maya Abi Akl (UGent) , Boris Vervenne (UGent) , Jens Maebe (UGent) , Christian Vanhove (UGent) and Stefaan Vandenberghe (UGent)

(2025) Belnuc 2025 : 23rd Symposium of the Belgian Association of Nuclear Medicine, Abstracts.

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Evaluating motion patterns for upright patient positioning in the walk-through PET : a clinical study

Rabia Aziz (UGent) , Nadia Withofs, Florence Marie Muller (UGent) , Jens Maebe (UGent) , Boris Vervenne (UGent) , Christian Vanhove (UGent) and Stefaan Vandenberghe (UGent)

(2025) Belnuc 2025 : 23rd Symposium of the Belgian Association of Nuclear Medicine, Abstracts.

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Journal Article
A1
open access

Performance evaluation of a medium axial field-of-view sparse PET system based on flat panels of monolithic LYSO detectors : a simulation study

Maya Abi Akl (UGent) , Jens Maebe (UGent) , Boris Vervenne (UGent) , Othmane Bouhali, Christian Vanhove (UGent) and Stefaan Vandenberghe (UGent)

(2025) EJNMMI PHYSICS. 12.

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Journal Article
A1
open access

Impact of deep learning denoising on kinetic modelling for low-dose dynamic PET : application to single- and dual-tracer imaging protocols

Florence Marie Muller (UGent) , Elizabeth J. Li, Margaret E. Daube-Witherspoon, Austin R. Pantel, Corinde E. Wiers, Jacob G. Dubroff, Christian Vanhove (UGent) , Stefaan Vandenberghe (UGent) and Joel S. Karp

(2025) EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING. 52(9). p.3465-3483

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Different deep learning training strategies for attenuation and scatter correction in PET

Florence Marie Muller (UGent) , Margaret E Daube-Witherspoon, Michael J Parma, Christian Vanhove (UGent) , Stefaan Vandenberghe (UGent) , Peter B Noël and Joel S Karp

(2024) PSMR2024, 10th Conference on PET, SPECT and MR Multimodal Technologies, Total Body and Fast Timing in Medical Imaging, Proceedings.

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Deep learning image denoising for a cost-effective WT-PET design with sparse detector coverage

Maya Abi Akl (UGent) , Florence Marie Muller (UGent) , Jens Maebe (UGent) , Meysam Dadgar (UGent) , Othmane Bouhali and Stefaan Vandenberghe (UGent)

(2024) PSMR2024, 10th Conference on PET, SPECT and MR Multimodal Technologies, Total Body and Fast Timing in Medical Imaging, Proceedings.

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Conference Paper
C3
open access

Motion analysis of subjects standing in walk-through total body PET using infrared based localization

Rabia Aziz (UGent) , Jens Maebe (UGent) and Stefaan Vandenberghe (UGent)

(2024) PSMR2024 10th Conference on PET, SPECT, and MR Multimodal Technologies, Total Body and Fast Timing in Medical Imaging Book of Abstracts. p.62-63

Academic Bibliography

Deep learning based sinogram inpainting of sparse-view (rectangular) CT data

Deep learning for denoising and super- resolution in low-resolution micro-MRI for mouse imaging : achieving shorter scan times

Object-based phantom training for deep learning denoising of micro-CT scans : a comparison with mouse image-based models

Monte Carlo simulation of a low-cost total-body PET scanner design based on flat-panels with monolithic detectors

Evaluating motion patterns for upright patient positioning in the walk-through PET : a clinical study

Performance evaluation of a medium axial field-of-view sparse PET system based on flat panels of monolithic LYSO detectors : a simulation study

Impact of deep learning denoising on kinetic modelling for low-dose dynamic PET : application to single- and dual-tracer imaging protocols

Different deep learning training strategies for attenuation and scatter correction in PET

Deep learning image denoising for a cost-effective WT-PET design with sparse detector coverage

Motion analysis of subjects standing in walk-through total body PET using infrared based localization

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