prof. dr. Stefaan Vandenberghe

Bridging the data gap : cross-modality transfer-learning with diffusion models for low-dose preclinical SPECT denoising

Elise Taragola (UGent) , Sara Neyt (UGent) , Boxiao Yu, Maya Abi Akl (UGent) , Boris Vervenne (UGent) , Kuang Gong, Stefaan Vandenberghe (UGent) , Christian Vanhove (UGent) and Florence Marie Muller (UGent)

(2026) BMIC Congress 2026, Abstracts.

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Deep learning for low-dose preclinical image denoising

Elise Taragola (UGent) , Florence Marie Muller (UGent) , Sara Neyt (UGent) , Jens Maebe (UGent) , Boris Vervenne (UGent) , Stefaan Vandenberghe (UGent) and Christian Vanhove (UGent)

(2026) BMIC Congress 2026, Abstracts.

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Reconstruction of non-uniformly sampled CT data for the walk-through PET/CT

Boris Vervenne (UGent) , Stiene Vanderbeke, Florence Marie Muller (UGent) , Robine Janssen (UGent) , Jens Maebe (UGent) , Christian Vanhove (UGent) and Stefaan Vandenberghe (UGent)

(2026) 27th International Workshop on Radiation Imaging Detectors, Report of Contributions. p.124-125

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High throughput imaging with walk-through PET

Stefaan Vandenberghe (UGent) , Boris Vervenne (UGent) , Jens Maebe (UGent) , Maya Abi Akl (UGent) , Rabia Aziz (UGent) , Thibault D'Hulster (UGent) , Florence Marie Muller (UGent) , Nadia Withofs and Christian Vanhove (UGent)

(2026) 2nd FTMI-TBPET-PSMR 2026, Book of Abstracts. p.21-22

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Design of walk-through PET-CT aiming for minimal motion and high throughput

Stefaan Vandenberghe (UGent) , Jens Maebe (UGent) , Boris Vervenne (UGent) , Rabia Aziz (UGent) , Robine Janssen (UGent) , Thibault D'Hulster (UGent) , Maya Abi Akl (UGent) , Florence Marie Muller (UGent) , Nadia Withofs and Christian Vanhove (UGent)

(2026) IXth MEDAMI Workshop, Book of Abstracts. p.15-15

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Journal Article
A1
open access

Investigating phloem transport dynamics in Arabidopsis through compartmental modelling of positron emission tomography data

Jens Mincke (UGent) , Karen J. Kloth, Sarah Verbeke (UGent) , Ken Kersemans (UGent) , Stefaan Vandenberghe (UGent) , Christian Vanhove (UGent) and Kathy Steppe (UGent)

(2026) PLANT METHODS. 22(1).

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Journal Article
A2
open access

Cross-modality deep learning denoising for low-dose μSPECT : transfer of PET-trained U-net and diffusion models

Elise Taragola (UGent) , Sara Neyt (UGent) , Boxiao Yu, Maya Abi Akl (UGent) , Boris Vervenne (UGent) , Kuang Gong, Stefaan Vandenberghe (UGent) , Christian Vanhove (UGent) and Florence Marie Muller (UGent)

(2026) CHEMICAL & BIOMEDICAL IMAGING.

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High throughput scanning with a vertical and compact walk-through flat-panel PET

Stefaan Vandenberghe (UGent) , Jens Maebe (UGent) , Maya Abi Akl (UGent) , Boris Vervenne (UGent) , Rabia Aziz (UGent) , Thibault D'Hulster (UGent) , Florence Marie Muller (UGent) , Nadia Withofs and Christian Vanhove (UGent)

(2026) 14th Congress of the World Federation of Nuclear Medicine and Biology, Book of Abstracts. p.62-63

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Assimilation dynamics of xylem-transported CO₂ by woody tissue photosynthesis revealed with ¹¹C- and ¹³C-labelling

Jens Mincke (UGent) , Chiel Salaets (UGent) , Jan Courtyn (UGent) , Christian Vanhove (UGent) , Stefaan Vandenberghe (UGent) and Kathy Steppe (UGent)

(2026) JOURNAL OF EXPERIMENTAL BOTANY. 77(10). p.3069-3082

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Walk-through PET for cost-effective, high-throughput, and high-resolution imaging

Maya Abi Akl (UGent) , Jens Maebe (UGent) , Boris Vervenne (UGent) , Florence Marie Muller (UGent) , Rabia Aziz (UGent) , Thibault D'Hulster (UGent) , Nadia Withofs, Christian Vanhove (UGent) and Stefaan Vandenberghe (UGent)

(2026) 41st BHPA Symposium, abstract book.

Academic Bibliography

prof. dr. Stefaan Vandenberghe

Bridging the data gap : cross-modality transfer-learning with diffusion models for low-dose preclinical SPECT denoising

Deep learning for low-dose preclinical image denoising

Reconstruction of non-uniformly sampled CT data for the walk-through PET/CT

High throughput imaging with walk-through PET

Design of walk-through PET-CT aiming for minimal motion and high throughput

Investigating phloem transport dynamics in Arabidopsis through compartmental modelling of positron emission tomography data

Cross-modality deep learning denoising for low-dose μSPECT : transfer of PET-trained U-net and diffusion models

High throughput scanning with a vertical and compact walk-through flat-panel PET

Assimilation dynamics of xylem-transported CO₂ by woody tissue photosynthesis revealed with ¹¹C- and ¹³C-labelling

Walk-through PET for cost-effective, high-throughput, and high-resolution imaging

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